From b49f7a947366a1bd278bdfd6d36700c464ed7e69 Mon Sep 17 00:00:00 2001 From: Michael Date: Sun, 22 Mar 2026 19:57:43 +0800 Subject: [PATCH 01/10] added Main for running with different hyperparameters --- code/Functions.py | 43 +++-- code/Layers.py | 36 ++-- code/LinearTrain.py | 104 ++++++----- code/LogprobTrain.py | 112 +++++++----- code/Main.py | 99 ++++++++++ code/TestModel.py | 23 --- code/__pycache__/Functions.cpython-314.pyc | Bin 13996 -> 14062 bytes code/__pycache__/Layers.cpython-314.pyc | Bin 7289 -> 8465 bytes code/__pycache__/LinearTrain.cpython-314.pyc | Bin 0 -> 2149 bytes code/__pycache__/LogprobTrain.cpython-314.pyc | Bin 0 -> 2533 bytes history.txt | 172 ------------------ linear_history.txt | 0 logprob_history.txt | 0 models/logprob/1.pth | Bin 7463 -> 0 bytes models/logprob/2.pth | Bin 9511 -> 0 bytes models/logprob/3.pth | Bin 8761 -> 0 bytes models/logprob/4.pth | Bin 8761 -> 0 bytes models/logprob/5.pth | Bin 8761 -> 0 bytes models/logprob/6.pth | Bin 14117 -> 0 bytes models/logprob/7.pth | Bin 12857 -> 0 bytes test_results/ROC/logprob/1.pdf | Bin 14442 -> 0 bytes test_results/ROC/logprob/2.pdf | Bin 14259 -> 0 bytes test_results/ROC/logprob/3.pdf | Bin 14271 -> 0 bytes test_results/ROC/logprob/4.pdf | Bin 14367 -> 0 bytes test_results/ROC/logprob/5.pdf | Bin 14174 -> 0 bytes test_results/ROC/logprob/6.pdf | Bin 14625 -> 0 bytes test_results/ROC/logprob/7.pdf | Bin 14177 -> 0 bytes test_results/ROC/logprob/8.pdf | Bin 14289 -> 0 bytes test_results/loss/logprob/logprob_1.pdf | Bin 11478 -> 0 bytes test_results/loss/logprob/logprob_2.pdf | Bin 10908 -> 0 bytes test_results/loss/logprob/logprob_3.pdf | Bin 12871 -> 0 bytes test_results/loss/logprob/logprob_4.pdf | Bin 11675 -> 0 bytes test_results/loss/logprob/logprob_5.pdf | Bin 12841 -> 0 bytes test_results/loss/logprob/logprob_6.pdf | Bin 12967 -> 0 bytes 34 files changed, 271 insertions(+), 318 deletions(-) create mode 100644 code/Main.py delete mode 100644 code/TestModel.py create mode 100644 code/__pycache__/LinearTrain.cpython-314.pyc create mode 100644 code/__pycache__/LogprobTrain.cpython-314.pyc delete mode 100644 history.txt create mode 100644 linear_history.txt create mode 100644 logprob_history.txt delete mode 100644 models/logprob/1.pth delete mode 100644 models/logprob/2.pth delete mode 100644 models/logprob/3.pth delete mode 100644 models/logprob/4.pth delete mode 100644 models/logprob/5.pth delete mode 100644 models/logprob/6.pth delete mode 100644 models/logprob/7.pth delete mode 100644 test_results/ROC/logprob/1.pdf delete mode 100644 test_results/ROC/logprob/2.pdf delete mode 100644 test_results/ROC/logprob/3.pdf delete mode 100644 test_results/ROC/logprob/4.pdf delete mode 100644 test_results/ROC/logprob/5.pdf delete mode 100644 test_results/ROC/logprob/6.pdf delete mode 100644 test_results/ROC/logprob/7.pdf delete mode 100644 test_results/ROC/logprob/8.pdf delete mode 100644 test_results/loss/logprob/logprob_1.pdf delete mode 100644 test_results/loss/logprob/logprob_2.pdf delete mode 100644 test_results/loss/logprob/logprob_3.pdf delete mode 100644 test_results/loss/logprob/logprob_4.pdf delete mode 100644 test_results/loss/logprob/logprob_5.pdf delete mode 100644 test_results/loss/logprob/logprob_6.pdf diff --git a/code/Functions.py b/code/Functions.py index 4f290d9..6470cf9 100644 --- a/code/Functions.py +++ b/code/Functions.py @@ -19,34 +19,43 @@ class LinearConfig: train_p = 0.8 val_p = 0.1 - d_model = 128 + d_model_choices = [32, 64, 128, 256] num_epochs = 50 batch_num = 32 - learning_rate = 0.01 + learning_rate_choices = [0.1, 0.05, 0.01, 0.005, 0.001] stop_patience = 10 device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + learning_rate = 0.1 + d_model = 32 + class LogitConfig: pos_weight = torch.tensor(0.5) criterion = nn.BCEWithLogitsLoss(pos_weight=pos_weight) + add_conv_choices = [False, True] train_p = 0.8 val_p = 0.1 - d_model = 128 - conv_ch = 32 + d_model_choices = [32, 64, 128, 256] + conv_ch_choices = [32, 64] drop_out = 0.1 num_epochs = 50 batch_num = 32 - learning_rate = 0.01 + learning_rate_choices = [0.1, 0.05, 0.01, 0.005, 0.0001] patience = 10 device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + add_conv = False + d_model = 32 + conv_ch = 32 + learning_rate = 0.1 + def count_files(dir): files = [f for f in os.listdir(dir)] return len(files) @@ -201,7 +210,7 @@ def run_batch(config, return total_loss -def plot_loss(history, is_linear): +def plot_loss(history, is_linear, show): plt.figure(figsize=(8, 5)) plt.plot(history["running_loss"], label='running_loss', color='blue') plt.plot(history["val_loss"], label='val_loss', color='red', linestyle="dashed") @@ -216,10 +225,11 @@ def plot_loss(history, is_linear): else: length = count_files(r"test_results\loss\logprob") plt.savefig(fr"test_results\loss\logprob\logprob_{length + 1}.pdf") - plt.show() -def graph_roc_curve(config, test_loader, model, parameter_path: str): + if show: + plt.show() +def test_model(config, test_loader, model, parameter_path): model.load_state_dict(torch.load(os.path.join("models", parameter_path))) results, targets = run_batch( @@ -233,12 +243,15 @@ def graph_roc_curve(config, test_loader, model, parameter_path: str): fpr, tpr, threshold = roc_curve(targets, results) auroc = auc(fpr, tpr) results = [0 if result < 0.5 else 1 for result in results] + f1 = f1_score(targets, results, average="binary") - prec = precision_score(targets, results) - recall = recall_score(targets, results) - print(f1) - print(prec) - print(recall) + + + return auroc, f1, fpr, tpr + +def graph_roc_curve(auroc, f1, fpr, tpr, is_linear): + + print(f"\nf1 score: {f1}") plt.figure() plt.plot(fpr, tpr, label='ROC curve (area = %0.2f)' % auroc) @@ -246,10 +259,10 @@ def graph_roc_curve(config, test_loader, model, parameter_path: str): plt.ylim([0.0, 1.05]) plt.xlabel('False Positive Rate') plt.ylabel('True Positive Rate') - plt.title(f'ROC Curve for {"linear model" if model.is_linear else "logprob model"}') + plt.title(f'ROC Curve for {"linear model" if is_linear else "logprob model"}') plt.legend() - if model.is_linear: + if is_linear: length = count_files(r"test_results\ROC\linear") plt.savefig(fr"test_results\ROC\linear\{length + 1}.pdf") else: diff --git a/code/Layers.py b/code/Layers.py index 07bc891..28d6f19 100644 --- a/code/Layers.py +++ b/code/Layers.py @@ -21,7 +21,8 @@ def __init__(self): self.register_buffer("pe", pe) def forward(self, x): - return x + self.pe[:x.size(1), :].unsqueeze(0) + res = x + self.pe[:x.size(1), :].unsqueeze(0) + return res class Attention(nn.Module): def __init__(self, inner_feature): @@ -54,20 +55,26 @@ class LogitModel(nn.Module): def __init__(self, config): super().__init__() + self.con = config self.is_linear = False self.pe = PositionalEncoding() self.self_attention = Attention(inner_feature=config.d_model) - self.pooling_layer = nn.AdaptiveAvgPool1d(1) - self.dropout = nn.Dropout(p=config.drop_out) - self.fc_attention = nn.Linear(in_features=config.d_model, out_features=1) + if config.add_conv: + self.conv = nn.Conv2d(1, config.conv_ch, kernel_size=(3, 3)) + self.pooling_layer = nn.AdaptiveMaxPool2d((1, 1)) + self.dropout = nn.Dropout(p=config.drop_out) + self.fc_attention = nn.Linear(in_features=config.conv_ch, out_features=1) + elif not config.add_conv: + self.pooling_layer = nn.AdaptiveAvgPool1d(1) + self.dropout = nn.Dropout(p=config.drop_out) + self.fc_attention = nn.Linear(in_features=config.d_model, out_features=1) + else: + raise RuntimeError("add_conv not properly structured") + self.fc_final = nn.Linear(in_features=3, out_features=1) - # self.conv = nn.Conv2d(1, config.conv_ch, kernel_size=(3, 3)) - # self.pooling_layer = nn.AdaptiveMaxPool2d((1, 1)) - # self.dropout = nn.Dropout(p=config.drop_out) - # self.fc_attention = nn.Linear(in_features=config.conv_ch, out_features=1) def forward(self, resp1_logits, resp2_logits, cosine_sim, entropy): position1 = self.pe(resp1_logits) @@ -78,12 +85,15 @@ def forward(self, resp1_logits, resp2_logits, cosine_sim, entropy): position2, position2, ) - - pooled = self.pooling_layer(self_attention_values) - pooled = pooled.view(pooled.size(0), -1) - # conv_output = self.conv(self_attention_values.unsqueeze(1)) - # pooled = self.pooling_layer(conv_output).view(conv_output.size(0), conv_output.size(1)) + if self.con.add_conv: + conv_output = self.conv(self_attention_values.unsqueeze(1)) + pooled = self.pooling_layer(conv_output).view(conv_output.size(0), conv_output.size(1)) + elif not self.con.add_conv: + pooled = self.pooling_layer(self_attention_values) + pooled = pooled.view(pooled.size(0), -1) + else: + raise RuntimeError("add_conv not properly structured") dropped = self.dropout(pooled) attention_score = self.fc_attention(dropped) diff --git a/code/LinearTrain.py b/code/LinearTrain.py index 2d5d52b..39a5b44 100644 --- a/code/LinearTrain.py +++ b/code/LinearTrain.py @@ -1,49 +1,61 @@ import torch import torch.optim as optim from Layers import LinearModel -from DatasetLoader import linear_train_loader, linear_val_loader -from Functions import LinearConfig, plot_loss, run_batch, count_files - -config = LinearConfig() -device = config.device -length = count_files(r"models\linear") - -model = LinearModel(config) -optimizer = optim.Adam(model.parameters(), lr=config.learning_rate) - -prev_loss = float('inf') -history = {'running_loss': [], 'val_loss': []} - -for epoch in range(config.num_epochs): - - running_loss = run_batch(config=config, - loader=linear_train_loader, - model=model, - optimizer=optimizer, - type="train", - epoch=epoch - ) - - val_loss = run_batch(config=config, - loader=linear_val_loader, - model=model, - optimizer=optimizer, - type="val", - ) - - running_loss /= len(linear_train_loader.dataset) - val_loss /= len(linear_val_loader.dataset) - history['running_loss'].append(running_loss) - history['val_loss'].append(val_loss) - - if val_loss < prev_loss: - prev_loss = val_loss - patience_count = 0 - torch.save(model.state_dict(), fr'models\linear\{length + 1}.pth') - else: - patience_count += 1 - if patience_count >= config.stop_patience: - print(f'Early stopping at epoch {epoch + 1}') - break - -plot_loss(history, is_linear=True) +from DatasetLoader import linear_train_loader, linear_val_loader, linear_test_loader +from Functions import LinearConfig, plot_loss, run_batch, test_model, graph_roc_curve + +def linear_train(config, model_pth): + config = LinearConfig() + + model = LinearModel(config) + optimizer = optim.Adam(model.parameters(), lr=config.learning_rate) + + prev_loss = float('inf') + history = {'running_loss': [], 'val_loss': []} + + for epoch in range(config.num_epochs): + + running_loss = run_batch(config=config, + loader=linear_train_loader, + model=model, + optimizer=optimizer, + type="train", + epoch=epoch + ) + + val_loss = run_batch(config=config, + loader=linear_val_loader, + model=model, + optimizer=optimizer, + type="val", + ) + + running_loss /= len(linear_train_loader.dataset) + val_loss /= len(linear_val_loader.dataset) + history['running_loss'].append(running_loss) + history['val_loss'].append(val_loss) + + if val_loss < prev_loss: + prev_loss = val_loss + patience_count = 0 + torch.save(model.state_dict(), fr'models\linear\{model_pth}') + else: + patience_count += 1 + if patience_count >= config.stop_patience: + print(f'Early stopping at epoch {epoch + 1}') + break + + return history + + +if __name__ == "__main__": + model_pth = input("model's parameter path: ") + + config = LinearConfig() + history = linear_train(config, model_pth) + model = LinearModel(config) + + plot_loss(history, is_linear=True, show=True) + + auroc, f1, fpr, tpr = test_model(config, linear_test_loader, model, fr"linear\{model_pth}") + graph_roc_curve(auroc, f1, fpr, tpr, is_linear=True) \ No newline at end of file diff --git a/code/LogprobTrain.py b/code/LogprobTrain.py index b4b6143..eb1e844 100644 --- a/code/LogprobTrain.py +++ b/code/LogprobTrain.py @@ -1,52 +1,66 @@ import torch import torch.optim as optim from Layers import LogitModel -from Functions import LogitConfig, plot_loss, run_batch, count_files -from DatasetLoader import logprob_train_loader, logprob_val_loader - -config = LogitConfig() -device = config.device -length = count_files(r"models\logprob") - -model = LogitModel(config) -optimizer = optim.Adam(model.parameters(), lr=config.learning_rate) - -history = {"running_loss": [], "val_loss": []} -prev_loss = float("inf") - -for epoch in range(config.num_epochs): - model.train() - - running_loss = run_batch( - config=config, - loader=logprob_train_loader, - model=model, - optimizer=optimizer, - type="train", - epoch=epoch - ) - - val_loss = run_batch( - config=config, - loader=logprob_val_loader, - model=model, - optimizer=optimizer, - type="val", - ) - - running_loss /= len(logprob_train_loader.dataset) - val_loss /= len(logprob_val_loader.dataset) - history["running_loss"].append(running_loss) - history["val_loss"].append(val_loss) - - if val_loss < prev_loss: - prev_loss = val_loss - patience_count = 0 - torch.save(model.state_dict(), fr'models\logprob\{length + 1}.pth') - else: - patience_count += 1 - if patience_count >= config.patience: - print(f"model stopped at {epoch} epochs.") - break - -plot_loss(history, is_linear=False) \ No newline at end of file +from Functions import LogitConfig, plot_loss, run_batch, test_model, graph_roc_curve +from DatasetLoader import logprob_train_loader, logprob_val_loader, logprob_test_loader + +def logprob_train(config, model_pth): + + config = LogitConfig() + + model = LogitModel(config) + optimizer = optim.Adam(model.parameters(), lr=config.learning_rate) + + history = {"running_loss": [], "val_loss": []} + prev_loss = float("inf") + + for epoch in range(config.num_epochs): + model.train() + + running_loss = run_batch( + config=config, + loader=logprob_train_loader, + model=model, + optimizer=optimizer, + type="train", + epoch=epoch + ) + + val_loss = run_batch( + config=config, + loader=logprob_val_loader, + model=model, + optimizer=optimizer, + type="val", + ) + + running_loss /= len(logprob_train_loader.dataset) + val_loss /= len(logprob_val_loader.dataset) + history["running_loss"].append(running_loss) + history["val_loss"].append(val_loss) + + if val_loss < prev_loss: + prev_loss = val_loss + patience_count = 0 + torch.save(model.state_dict(), fr'models\logprob\{model_pth}') + else: + patience_count += 1 + if patience_count >= config.patience: + print(f"model stopped at {epoch} epochs.") + break + + return history + +if __name__ == "__main__": + model_pth = input("model's parameter path: ") + + config = LogitConfig() + history = logprob_train(config, model_pth) + model = LogitModel(config) + + plot_loss(history, is_linear=False, show=True) + + auroc, f1, fpr, tpr = test_model(config, logprob_test_loader, model, fr"logprob\{model_pth}") + graph_roc_curve(auroc, f1, fpr, tpr, is_linear=False) + + \ No newline at end of file diff --git a/code/Main.py b/code/Main.py new file mode 100644 index 0000000..f91a6d8 --- /dev/null +++ b/code/Main.py @@ -0,0 +1,99 @@ +import os +from LinearTrain import linear_train +from LogprobTrain import logprob_train +from Functions import LogitConfig, LinearConfig, test_model, count_files, plot_loss, graph_roc_curve +from DatasetLoader import logprob_test_loader, linear_test_loader +from Layers import LogitModel, LinearModel + +def logprob_train_model(config): + length = count_files(r"models\logprob") + history = logprob_train(config, f"{length + 1}.pth") + auroc, f1, fpr, tpr = test_model(config, logprob_test_loader, model, fr"logprob\{length + 1}.pth") + print(f"auroc score: {auroc}") + if auroc >= 0.60: + plot_loss(history, is_linear=False, show=False) + graph_roc_curve( + auroc=auroc, + f1 = f1, + fpr=fpr, + tpr=tpr, + is_linear=False + ) + + with open(r"..\logprob_history.txt", "a", encoding="utf-8") as f: + f.write(f"\n{length + 1}\n is CNN: {config.is_conv} dimension: {config.d_model} lr: {config.learning_rate}{f" CNN channel: {config.conv_ch}" if config.is_conv else ""}") + + else: + os.remove(fr"models\logprob\{length + 1}.pth") + +def linear_train_model(config): + length = count_files(r"models\linear") + history = linear_train(config, f"{length + 1}.pth") + auroc, f1, fpr, tpr = test_model(config, linear_test_loader, model, fr"linear\{length + 1}.pth") + print(f"auroc score: {auroc}") + if auroc >= 0.60: + plot_loss(history, is_linear=True, show=False) + graph_roc_curve( + auroc=auroc, + f1 = f1, + fpr=fpr, + tpr=tpr, + is_linear=True + ) + + with open(r"..\linear_history.txt", "a", encoding="utf-8") as f: + f.write(f"\n{length + 1}\n dimension: {config.d_model} lr: {config.learning_rate}") + + else: + os.remove(fr"models\linear\{length + 1}.pth") + +if __name__ == "__main__": + while True: + type = input("linear or logporb --> ") + + if type == "linear": + config = LinearConfig() + model = LinearModel(config) + count = 1 + + for dimension in config.d_model_choices: + config.d_model = dimension + for lr in config.learning_rate_choices: + config.learning_rate = lr + print(f"{count} / 20\n") + print(f"model dimension: {config.d_model} learning rate: {config.learning_rate}") + linear_train_model(config) + count += 1 + break + + elif type == "logprob": + config = LogitConfig() + model = LogitModel(config) + count = 1 + + for is_conv in config.add_conv_choices: + print("----With CNN layer----\n" if config.add_conv else "----No CNN layer----\n") + config.add_conv = is_conv + for item in config.d_model_choices: + config.d_model = item + for lr in config.learning_rate_choices: + config.learning_rate = lr + if config.add_conv: + for i in config.conv_ch_choices: + config.conv_ch = i + + print(f"{count} / 60\n") + print(f"model dimension: {config.d_model} learning rate: {config.learning_rate} CNN channel: {config.conv_ch}") + logprob_train_model(config) + count += 1 + + else: + print(f"{count} / 60") + print(f"model dimension: {config.d_model} learning rate: {config.learning_rate}") + logprob_train_model(config) + count += 1 + break + + else: + print("\n---------input [linear] or [logprob]----------\n") + diff --git a/code/TestModel.py b/code/TestModel.py deleted file mode 100644 index 8284810..0000000 --- a/code/TestModel.py +++ /dev/null @@ -1,23 +0,0 @@ -from Functions import LogitConfig, LinearConfig, graph_roc_curve, count_files -from Layers import LogitModel, LinearModel -from DatasetLoader import logprob_test_loader, linear_test_loader - -config = LogitConfig() -model = LogitModel(config) -length = count_files(r"models\logprob") -graph_roc_curve( - config, - logprob_test_loader, - model, - fr"logprob\{length}.pth", -) - -config = LinearConfig() -model = LinearModel(config) -length = count_files(r"models\linear") -graph_roc_curve( - config, - linear_test_loader, - model, - fr"linear\{length}.pth", -) 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LogitConfig: - - criterion = nn.BCELoss() - - train_p = 0.75 - val_p = 0.125 - - d_model = 32 - drop_out = 0.2 - - num_epochs = 50 - batch_num = 32 - learning_rate = 0.01 - patience = 10 - - -trial 2: - -class LinearConfig: - - criterion = nn.BCELoss() - - train_p = 0.75 - val_p = 0.125 - - d_model = 64 - - num_epochs = 50 - batch_num = 32 - learning_rate = 0.01 - stop_patience = 10 - -class LogitConfig: - - criterion = nn.BCELoss() - - train_p = 0.75 - val_p = 0.125 - - d_model = 64 - drop_out = 0.2 - - num_epochs = 50 - batch_num = 32 - learning_rate = 0.01 - patience = 10 - -trial 3: - -class LinearConfig: - - criterion = nn.BCELoss() - - train_p = 0.75 - val_p = 0.125 - - d_model = 64 - - num_epochs = 50 - batch_num = 32 - learning_rate = 0.05 - stop_patience = 10 - - -class LogitConfig: - - criterion = nn.BCELoss() - - train_p = 0.75 - val_p = 0.125 - - d_model = 64 - drop_out = 0.1 - - num_epochs = 50 - batch_num = 32 - learning_rate = 0.05 - patience = 10 - -trial 4: - criterion = nn.BCELoss() - - train_p = 0.8 - val_p = 0.1 - - d_model = 64 - drop_out = 0.0 - - num_epochs = 50 - batch_num = 32 - learning_rate = 0.01 - patience = 10 - -trial 5: - -class LinearConfig: - - pos_weight = torch.tensor(0.502773) - criterion = nn.BCEWithLogitsLoss(pos_weight=pos_weight) - - train_p = 0.75 - val_p = 0.125 - - d_model = 64 - - num_epochs = 50 - batch_num = 32 - learning_rate = 0.05 - stop_patience = 10 - - device = torch.device("cuda" if torch.cuda.is_available() else "cpu") - -class LogitConfig: - - pos_weight = torch.tensor(0.502773) - criterion = nn.BCEWithLogitsLoss(pos_weight=pos_weight) - - train_p = 0.8 - val_p = 0.1 - - d_model = 64 - drop_out = 0.0 - - num_epochs = 50 - batch_num = 32 - learning_rate = 0.01 - patience = 10 - - device = torch.device("cuda" if torch.cuda.is_available() else "cpu") - -trial 6: - -this time with convolutional network - -class LogitConfig: - - pos_weight = torch.tensor(0.5) - criterion = nn.BCEWithLogitsLoss(pos_weight=pos_weight) 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z{FfR0nyz0x;1>3a5h_<$0tynF%06TV|6&!AiE2#1prE(@83keriG)#~tqefIli7a+K-Zoh2eR}U!#%sY(QL)WVsb*`76Lpc95$S$B+h5FxhJ*zj@79dzq zeIanJK#A1oV+}_^dz(X$tECnXKvz`%3}%-Kr}}SjRs(Kez!8JFrh@I@=#>Cw4+ry3 zg*m`MRR;CS37GcE73Ag7E7Y8Uh9NMF8Y!qJseqmfu$X1!m4E`YN*%=&82IuP@V6_} zs4)aAsO4dxumWtJioG0{z>1*Wfhyt^qRXKOvmz!Gov3>UK-e9Qr4oj%4ne@VQU~yW zV^@e%V;d-5J#0~rM3*aiZ((C)GI^Tj~GZ(TpXO;9PBOO9vEp9U|14v=jP@@ z*^59p{_{-Q+0|AYh5-4BwYwFle_s8Xi?t2h(!%N_AoFVofJ!A`@9d-u6^e@~??ofg zz^fw(DB$C9XbB`y6p0iSU!@sOSF#NZ31Suuc(;`w2o5-4Vm9!9U{J0E{oqb3FcdW4 zA21xGh&6a%r|<_1^0sU72*`D4K+EV~S{UI^9bl2b*{;FEVsU@)g2j{mpn)Yqo&fs&mKRF`$-){K4h=BY!f+sH ztc4Lluv!Dd1Bw5DVIWrr{eIKMufsDQPx@m#0um%XYu+WG|Cl2r0SZ2A@d(I2VI<@q zau6|40V(wR%^%32{)7=h!nFpEgairJS{Q1bbwpfkr*5tm_6}rM>VGIXZ126i_c-M2 n47nMqt3Kdl1Drabw(OuOZWgX?)MbqVi+}*zy<0^`750As%!E|r From f6b4ec3f7e5f47ad4a8ac31aa33f5301a366fd9b Mon Sep 17 00:00:00 2001 From: Michael Date: Sun, 22 Mar 2026 20:18:47 +0800 Subject: [PATCH 02/10] create history file --- code/Main.py | 25 +++++++++++-------- linear_history.txt => history/linear_best.txt | 0 .../linear_history.txt | 0 history/logprob_best.txt | 0 history/logprob_history.txt | 0 5 files changed, 15 insertions(+), 10 deletions(-) rename linear_history.txt => history/linear_best.txt (100%) rename logprob_history.txt => history/linear_history.txt (100%) create mode 100644 history/logprob_best.txt create mode 100644 history/logprob_history.txt diff --git a/code/Main.py b/code/Main.py index f91a6d8..db24db3 100644 --- a/code/Main.py +++ b/code/Main.py @@ -5,11 +5,13 @@ from DatasetLoader import logprob_test_loader, linear_test_loader from Layers import LogitModel, LinearModel -def logprob_train_model(config): +def logprob_train_model(config, count): length = count_files(r"models\logprob") history = logprob_train(config, f"{length + 1}.pth") auroc, f1, fpr, tpr = test_model(config, logprob_test_loader, model, fr"logprob\{length + 1}.pth") - print(f"auroc score: {auroc}") + with open(r"..\history\logprob_history.txt", "a", encoding="utf-8") as f: + f.write(f"\n{count}\n dimension: {config.d_model} lr: {config.learning_rate}{f" CNN channel: {config.conv_ch}" if config.is_conv else ""} auroc: {auroc}") + if auroc >= 0.60: plot_loss(history, is_linear=False, show=False) graph_roc_curve( @@ -20,17 +22,20 @@ def logprob_train_model(config): is_linear=False ) - with open(r"..\logprob_history.txt", "a", encoding="utf-8") as f: - f.write(f"\n{length + 1}\n is CNN: {config.is_conv} dimension: {config.d_model} lr: {config.learning_rate}{f" CNN channel: {config.conv_ch}" if config.is_conv else ""}") + with open(r"..\history\logprob_best.txt", "a", encoding="utf-8") as f: + f.write(f"\n{length + 1}\n dimension: {config.d_model} lr: {config.learning_rate}{f" CNN channel: {config.conv_ch}" if config.is_conv else ""}") else: os.remove(fr"models\logprob\{length + 1}.pth") -def linear_train_model(config): +def linear_train_model(config, count): length = count_files(r"models\linear") history = linear_train(config, f"{length + 1}.pth") auroc, f1, fpr, tpr = test_model(config, linear_test_loader, model, fr"linear\{length + 1}.pth") - print(f"auroc score: {auroc}") + + with open(r"..\history\linear_history.txt", "a", encoding="utf-8") as f: + f.write(f"\n{count}\n dimension: {config.d_model} lr: {config.learning_rate} auroc: {auroc}") + if auroc >= 0.60: plot_loss(history, is_linear=True, show=False) graph_roc_curve( @@ -41,7 +46,7 @@ def linear_train_model(config): is_linear=True ) - with open(r"..\linear_history.txt", "a", encoding="utf-8") as f: + with open(r"..\history\linear_best.txt", "a", encoding="utf-8") as f: f.write(f"\n{length + 1}\n dimension: {config.d_model} lr: {config.learning_rate}") else: @@ -62,7 +67,7 @@ def linear_train_model(config): config.learning_rate = lr print(f"{count} / 20\n") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate}") - linear_train_model(config) + linear_train_model(config, count) count += 1 break @@ -84,13 +89,13 @@ def linear_train_model(config): print(f"{count} / 60\n") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate} CNN channel: {config.conv_ch}") - logprob_train_model(config) + logprob_train_model(config, count) count += 1 else: print(f"{count} / 60") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate}") - logprob_train_model(config) + logprob_train_model(config, count) count += 1 break diff --git a/linear_history.txt b/history/linear_best.txt similarity index 100% rename from linear_history.txt rename to history/linear_best.txt diff --git a/logprob_history.txt b/history/linear_history.txt similarity index 100% rename from logprob_history.txt rename to history/linear_history.txt diff --git a/history/logprob_best.txt b/history/logprob_best.txt new file mode 100644 index 0000000..e69de29 diff --git a/history/logprob_history.txt b/history/logprob_history.txt new file mode 100644 index 0000000..e69de29 From 896d412dd84966bb7ec8bc36045d41d103d127fd Mon Sep 17 00:00:00 2001 From: Michael Date: Mon, 23 Mar 2026 19:04:18 +0800 Subject: [PATCH 03/10] finish running main --- code/Functions.py | 10 +- code/LinearTrain.py | 1 - code/LogprobTrain.py | 2 - code/Main.py | 34 ++--- code/__pycache__/Functions.cpython-314.pyc | Bin 14062 -> 14085 bytes code/__pycache__/Layers.cpython-314.pyc | Bin 8465 -> 8465 bytes code/__pycache__/LinearTrain.cpython-314.pyc | Bin 2149 -> 2470 bytes code/__pycache__/LogprobTrain.cpython-314.pyc | Bin 2533 -> 2506 bytes history/logprob_best.txt | 9 ++ history/logprob_history.txt | 122 ++++++++++++++++++ models/logprob/1.pth | Bin 0 -> 8761 bytes models/logprob/2.pth | Bin 0 -> 12857 bytes models/logprob/3.pth | Bin 0 -> 9765 bytes models/logprob/4.pth | Bin 0 -> 11685 bytes models/logprob/5.pth | Bin 0 -> 21797 bytes test_results/ROC/logprob/1.pdf | Bin 0 -> 13857 bytes test_results/ROC/logprob/2.pdf | Bin 0 -> 13825 bytes test_results/ROC/logprob/3.pdf | Bin 0 -> 13768 bytes test_results/ROC/logprob/4.pdf | Bin 0 -> 13839 bytes .../ROC/logprob/auroc 0.57 f1 0.62.pdf | Bin 0 -> 14372 bytes .../logprob/d_model 256 conv 32 lr 0.0001.pdf | Bin 0 -> 11590 bytes test_results/loss/logprob/logprob_1.pdf | Bin 0 -> 11828 bytes test_results/loss/logprob/logprob_2.pdf | Bin 0 -> 11612 bytes test_results/loss/logprob/logprob_3.pdf | Bin 0 -> 12521 bytes test_results/loss/logprob/logprob_4.pdf | Bin 0 -> 12058 bytes 25 files changed, 154 insertions(+), 24 deletions(-) create mode 100644 models/logprob/1.pth create mode 100644 models/logprob/2.pth create mode 100644 models/logprob/3.pth create mode 100644 models/logprob/4.pth create mode 100644 models/logprob/5.pth create mode 100644 test_results/ROC/logprob/1.pdf create mode 100644 test_results/ROC/logprob/2.pdf create mode 100644 test_results/ROC/logprob/3.pdf create mode 100644 test_results/ROC/logprob/4.pdf create mode 100644 test_results/ROC/logprob/auroc 0.57 f1 0.62.pdf create mode 100644 test_results/loss/logprob/d_model 256 conv 32 lr 0.0001.pdf create mode 100644 test_results/loss/logprob/logprob_1.pdf create mode 100644 test_results/loss/logprob/logprob_2.pdf create mode 100644 test_results/loss/logprob/logprob_3.pdf create mode 100644 test_results/loss/logprob/logprob_4.pdf diff --git a/code/Functions.py b/code/Functions.py index 6470cf9..7f7f036 100644 --- a/code/Functions.py +++ b/code/Functions.py @@ -44,17 +44,17 @@ class LogitConfig: conv_ch_choices = [32, 64] drop_out = 0.1 - num_epochs = 50 + num_epochs = 100 batch_num = 32 learning_rate_choices = [0.1, 0.05, 0.01, 0.005, 0.0001] patience = 10 device = torch.device("cuda" if torch.cuda.is_available() else "cpu") - add_conv = False - d_model = 32 + add_conv = True + d_model = 256 conv_ch = 32 - learning_rate = 0.1 + learning_rate = 0.0001 def count_files(dir): files = [f for f in os.listdir(dir)] @@ -269,7 +269,5 @@ def graph_roc_curve(auroc, f1, fpr, tpr, is_linear): length = count_files(r"test_results\ROC\logprob") plt.savefig(fr"test_results\ROC\logprob\{length + 1}.pdf") - plt.show() - if __name__ == "__main__": store_data(ans_dataset="TruthfulDataset.jsonl", cal_dataset="CalDataset.jsonl") \ No newline at end of file diff --git a/code/LinearTrain.py b/code/LinearTrain.py index 39a5b44..9ce13ac 100644 --- a/code/LinearTrain.py +++ b/code/LinearTrain.py @@ -5,7 +5,6 @@ from Functions import LinearConfig, plot_loss, run_batch, test_model, graph_roc_curve def linear_train(config, model_pth): - config = LinearConfig() model = LinearModel(config) optimizer = optim.Adam(model.parameters(), lr=config.learning_rate) diff --git a/code/LogprobTrain.py b/code/LogprobTrain.py index eb1e844..e479389 100644 --- a/code/LogprobTrain.py +++ b/code/LogprobTrain.py @@ -6,8 +6,6 @@ def logprob_train(config, model_pth): - config = LogitConfig() - model = LogitModel(config) optimizer = optim.Adam(model.parameters(), lr=config.learning_rate) diff --git a/code/Main.py b/code/Main.py index db24db3..ced0552 100644 --- a/code/Main.py +++ b/code/Main.py @@ -5,12 +5,13 @@ from DatasetLoader import logprob_test_loader, linear_test_loader from Layers import LogitModel, LinearModel -def logprob_train_model(config, count): +def logprob_train_model(config, model, count): length = count_files(r"models\logprob") history = logprob_train(config, f"{length + 1}.pth") auroc, f1, fpr, tpr = test_model(config, logprob_test_loader, model, fr"logprob\{length + 1}.pth") - with open(r"..\history\logprob_history.txt", "a", encoding="utf-8") as f: - f.write(f"\n{count}\n dimension: {config.d_model} lr: {config.learning_rate}{f" CNN channel: {config.conv_ch}" if config.is_conv else ""} auroc: {auroc}") + print(f"auroc: {auroc}, f1: {f1}") + with open(r"history\logprob_history.txt", "a", encoding="utf-8") as f: + f.write(f"\n{count}\n dimension: {config.d_model} lr: {config.learning_rate}{f" CNN channel: {config.conv_ch}" if config.add_conv else ""} auroc: {auroc} f1: {f1}") if auroc >= 0.60: plot_loss(history, is_linear=False, show=False) @@ -22,19 +23,19 @@ def logprob_train_model(config, count): is_linear=False ) - with open(r"..\history\logprob_best.txt", "a", encoding="utf-8") as f: - f.write(f"\n{length + 1}\n dimension: {config.d_model} lr: {config.learning_rate}{f" CNN channel: {config.conv_ch}" if config.is_conv else ""}") + with open(r"history\logprob_best.txt", "a", encoding="utf-8") as f: + f.write(f"\n{length + 1}\n dimension: {config.d_model} lr: {config.learning_rate}{f" CNN channel: {config.conv_ch}" if config.add_conv else ""}") else: os.remove(fr"models\logprob\{length + 1}.pth") -def linear_train_model(config, count): +def linear_train_model(config, model, count): length = count_files(r"models\linear") history = linear_train(config, f"{length + 1}.pth") auroc, f1, fpr, tpr = test_model(config, linear_test_loader, model, fr"linear\{length + 1}.pth") - - with open(r"..\history\linear_history.txt", "a", encoding="utf-8") as f: - f.write(f"\n{count}\n dimension: {config.d_model} lr: {config.learning_rate} auroc: {auroc}") + print(f"auroc: {auroc}, f1: {f1}") + with open(r"history\linear_history.txt", "a", encoding="utf-8") as f: + f.write(f"\n{count}\n dimension: {config.d_model} lr: {config.learning_rate} auroc: {auroc} f1: {f1}") if auroc >= 0.60: plot_loss(history, is_linear=True, show=False) @@ -46,7 +47,7 @@ def linear_train_model(config, count): is_linear=True ) - with open(r"..\history\linear_best.txt", "a", encoding="utf-8") as f: + with open(r"history\linear_best.txt", "a", encoding="utf-8") as f: f.write(f"\n{length + 1}\n dimension: {config.d_model} lr: {config.learning_rate}") else: @@ -58,7 +59,6 @@ def linear_train_model(config, count): if type == "linear": config = LinearConfig() - model = LinearModel(config) count = 1 for dimension in config.d_model_choices: @@ -67,13 +67,15 @@ def linear_train_model(config, count): config.learning_rate = lr print(f"{count} / 20\n") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate}") - linear_train_model(config, count) + model = LinearModel(config) + linear_train_model(config, model, count) count += 1 break + + elif type == "logprob": config = LogitConfig() - model = LogitModel(config) count = 1 for is_conv in config.add_conv_choices: @@ -89,13 +91,15 @@ def linear_train_model(config, count): print(f"{count} / 60\n") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate} CNN channel: {config.conv_ch}") - logprob_train_model(config, count) + model = LogitModel(config) + logprob_train_model(config, model, count) count += 1 else: print(f"{count} / 60") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate}") - logprob_train_model(config, count) + model = LogitModel(config) + logprob_train_model(config, model, count) count += 1 break diff --git a/code/__pycache__/Functions.cpython-314.pyc b/code/__pycache__/Functions.cpython-314.pyc index 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test_results/loss/logprob/logprob_9.pdf diff --git a/code/Functions.py b/code/Functions.py index 7f7f036..e8de7d0 100644 --- a/code/Functions.py +++ b/code/Functions.py @@ -7,13 +7,13 @@ import torch import torch.nn as nn import torch.nn.functional as F -from sklearn.metrics import roc_curve, auc, precision_score, recall_score, f1_score +from sklearn.metrics import roc_curve, auc, f1_score, classification_report from sentence_transformers import SentenceTransformer from StoreDataset import FileLoader, retrieve_to class LinearConfig: - pos_weight = torch.tensor(0.502773) + pos_weight = torch.tensor(0.65) criterion = nn.BCEWithLogitsLoss(pos_weight=pos_weight) train_p = 0.8 @@ -33,7 +33,7 @@ class LinearConfig: class LogitConfig: - pos_weight = torch.tensor(0.5) + pos_weight = torch.tensor(0.65) criterion = nn.BCEWithLogitsLoss(pos_weight=pos_weight) add_conv_choices = [False, True] @@ -46,15 +46,15 @@ class LogitConfig: num_epochs = 100 batch_num = 32 - learning_rate_choices = [0.1, 0.05, 0.01, 0.005, 0.0001] + learning_rate_choices = [0.1, 0.05, 0.01, 0.005, 0.001] patience = 10 device = torch.device("cuda" if torch.cuda.is_available() else "cpu") - add_conv = True - d_model = 256 - conv_ch = 32 - learning_rate = 0.0001 + add_conv = False + d_model = 64 + conv_ch = 64 + learning_rate = 0.05 def count_files(dir): files = [f for f in os.listdir(dir)] @@ -210,7 +210,7 @@ def run_batch(config, return total_loss -def plot_loss(history, is_linear, show): +def plot_loss(history, is_linear, show, length=None): plt.figure(figsize=(8, 5)) plt.plot(history["running_loss"], label='running_loss', color='blue') plt.plot(history["val_loss"], label='val_loss', color='red', linestyle="dashed") @@ -220,11 +220,13 @@ def plot_loss(history, is_linear, show): plt.legend() if is_linear: - length = count_files(r"test_results\loss\linear") - plt.savefig(fr"test_results\loss\linear\linear_{length + 1}.pdf") + if not length: + length = count_files(r"test_results\loss\linear") + 1 + plt.savefig(fr"test_results\loss\linear\linear_{length}.pdf") else: - length = count_files(r"test_results\loss\logprob") - plt.savefig(fr"test_results\loss\logprob\logprob_{length + 1}.pdf") + if not length: + length = count_files(r"test_results\loss\logprob") + 1 + plt.savefig(fr"test_results\loss\logprob\logprob_{length}.pdf") if show: plt.show() @@ -232,7 +234,7 @@ def plot_loss(history, is_linear, show): def test_model(config, test_loader, model, parameter_path): model.load_state_dict(torch.load(os.path.join("models", parameter_path))) - results, targets = run_batch( + y_pred, y_true = run_batch( config, test_loader, model, @@ -240,18 +242,16 @@ def test_model(config, test_loader, model, parameter_path): "test", ) - fpr, tpr, threshold = roc_curve(targets, results) + fpr, tpr, threshold = roc_curve(y_true, y_pred) auroc = auc(fpr, tpr) - results = [0 if result < 0.5 else 1 for result in results] - - f1 = f1_score(targets, results, average="binary") - - - return auroc, f1, fpr, tpr + y_pred = [0 if result < 0.5 else 1 for result in y_pred] + f1 = f1_score(y_true, y_pred) + report = classification_report(y_true, y_pred, zero_division=0) + report_dict = classification_report(y_true, y_pred, output_dict=True, zero_division=0) -def graph_roc_curve(auroc, f1, fpr, tpr, is_linear): + return auroc, f1, fpr, tpr, report, report_dict - print(f"\nf1 score: {f1}") +def graph_roc_curve(auroc, fpr, tpr, is_linear, length=None): plt.figure() plt.plot(fpr, tpr, label='ROC curve (area = %0.2f)' % auroc) @@ -263,11 +263,13 @@ def graph_roc_curve(auroc, f1, fpr, tpr, is_linear): plt.legend() if is_linear: - length = count_files(r"test_results\ROC\linear") - plt.savefig(fr"test_results\ROC\linear\{length + 1}.pdf") + if not length: + length = count_files(r"test_results\ROC\linear") + 1 + plt.savefig(fr"test_results\ROC\linear\{length}.pdf") else: - length = count_files(r"test_results\ROC\logprob") - plt.savefig(fr"test_results\ROC\logprob\{length + 1}.pdf") + if not length: + length = count_files(r"test_results\ROC\logprob") + 1 + plt.savefig(fr"test_results\ROC\logprob\{length}.pdf") if __name__ == "__main__": store_data(ans_dataset="TruthfulDataset.jsonl", cal_dataset="CalDataset.jsonl") \ No newline at end of file diff --git a/code/Layers.py b/code/Layers.py index 28d6f19..dfe9722 100644 --- a/code/Layers.py +++ b/code/Layers.py @@ -61,7 +61,7 @@ def __init__(self, config): self.pe = PositionalEncoding() self.self_attention = Attention(inner_feature=config.d_model) - if config.add_conv: + if config.add_conv and config.conv_ch: self.conv = nn.Conv2d(1, config.conv_ch, kernel_size=(3, 3)) self.pooling_layer = nn.AdaptiveMaxPool2d((1, 1)) self.dropout = nn.Dropout(p=config.drop_out) diff --git a/code/LogprobTrain.py b/code/LogprobTrain.py index e479389..b519f95 100644 --- a/code/LogprobTrain.py +++ b/code/LogprobTrain.py @@ -1,5 +1,6 @@ import torch import torch.optim as optim +from torch.optim.lr_scheduler import ReduceLROnPlateau from Layers import LogitModel from Functions import LogitConfig, plot_loss, run_batch, test_model, graph_roc_curve from DatasetLoader import logprob_train_loader, logprob_val_loader, logprob_test_loader @@ -8,6 +9,12 @@ def logprob_train(config, model_pth): model = LogitModel(config) optimizer = optim.Adam(model.parameters(), lr=config.learning_rate) + scheduler = ReduceLROnPlateau( + optimizer, + mode='min', + patience=5, + factor=0.5 + ) history = {"running_loss": [], "val_loss": []} prev_loss = float("inf") @@ -37,6 +44,8 @@ def logprob_train(config, model_pth): history["running_loss"].append(running_loss) history["val_loss"].append(val_loss) + scheduler.step(val_loss) + if val_loss < prev_loss: prev_loss = val_loss patience_count = 0 diff --git a/code/Main.py b/code/Main.py index ced0552..64b0869 100644 --- a/code/Main.py +++ b/code/Main.py @@ -1,57 +1,75 @@ import os +import json from LinearTrain import linear_train from LogprobTrain import logprob_train -from Functions import LogitConfig, LinearConfig, test_model, count_files, plot_loss, graph_roc_curve +from Functions import LogitConfig, LinearConfig, test_model, plot_loss, graph_roc_curve from DatasetLoader import logprob_test_loader, linear_test_loader from Layers import LogitModel, LinearModel def logprob_train_model(config, model, count): - length = count_files(r"models\logprob") - history = logprob_train(config, f"{length + 1}.pth") - auroc, f1, fpr, tpr = test_model(config, logprob_test_loader, model, fr"logprob\{length + 1}.pth") - print(f"auroc: {auroc}, f1: {f1}") + history = logprob_train(config, f"sec_try{count}.pth") + auroc, f1, fpr, tpr, report, report_dict = test_model(config, logprob_test_loader, model, fr"logprob\sec_try{count}.pth") + + print(f"\n{report}\nauroc: {auroc}") + with open(r"history\logprob_history.txt", "a", encoding="utf-8") as f: f.write(f"\n{count}\n dimension: {config.d_model} lr: {config.learning_rate}{f" CNN channel: {config.conv_ch}" if config.add_conv else ""} auroc: {auroc} f1: {f1}") - if auroc >= 0.60: + if auroc >= 0.60 and f1 >= 0.70: plot_loss(history, is_linear=False, show=False) graph_roc_curve( auroc=auroc, - f1 = f1, fpr=fpr, tpr=tpr, - is_linear=False + is_linear=False, + length=count ) - with open(r"history\logprob_best.txt", "a", encoding="utf-8") as f: - f.write(f"\n{length + 1}\n dimension: {config.d_model} lr: {config.learning_rate}{f" CNN channel: {config.conv_ch}" if config.add_conv else ""}") + report_dict = report_dict["1.0"] + del report_dict["support"] + report_dict["ID"] = count + report_dict["auroc"] = auroc + report_dict["d_model"] = config.d_model + report_dict["learning_rate"] = config.learning_rate + report_dict["conv_ch"] = config.conv_ch if config.add_conv else None + + with open(r"history\logprob_best.jsonl", "a", encoding="utf-8") as f: + json.dump(report_dict, f, ensure_ascii=False) + f.write("\n") else: - os.remove(fr"models\logprob\{length + 1}.pth") + os.remove(fr"models\logprob\sec_try{count}.pth") def linear_train_model(config, model, count): - length = count_files(r"models\linear") - history = linear_train(config, f"{length + 1}.pth") - auroc, f1, fpr, tpr = test_model(config, linear_test_loader, model, fr"linear\{length + 1}.pth") - print(f"auroc: {auroc}, f1: {f1}") + history = linear_train(config, f"sec_try{count}.pth") + auroc, f1, fpr, tpr, report, report_dict = test_model(config, linear_test_loader, model, fr"linear\sec_try{count}.pth") + print(f"\n{report}\nauroc: {auroc}") + with open(r"history\linear_history.txt", "a", encoding="utf-8") as f: f.write(f"\n{count}\n dimension: {config.d_model} lr: {config.learning_rate} auroc: {auroc} f1: {f1}") - if auroc >= 0.60: + if auroc >= 0.60 and f1 >= 0.70: plot_loss(history, is_linear=True, show=False) graph_roc_curve( auroc=auroc, - f1 = f1, fpr=fpr, tpr=tpr, is_linear=True ) - with open(r"history\linear_best.txt", "a", encoding="utf-8") as f: - f.write(f"\n{length + 1}\n dimension: {config.d_model} lr: {config.learning_rate}") + report_dict = report_dict["1.0"] + del report_dict["support"] + report_dict["ID"] = count + report_dict["auroc"] = auroc + report_dict["d_model"] = config.d_model + report_dict["learning_rate"] = config.learning_rate + + with open(r"history\linear_best.jsonl", "a", encoding="utf-8") as f: + json.dump(report_dict, f, ensure_ascii=False) + f.write("\n") else: - os.remove(fr"models\linear\{length + 1}.pth") + os.remove(fr"models\linear\sec_try{count}.pth") if __name__ == "__main__": while True: @@ -60,23 +78,23 @@ def linear_train_model(config, model, count): if type == "linear": config = LinearConfig() count = 1 + total = len(config.d_model_choices) * len (config.learning_rate_choices) for dimension in config.d_model_choices: config.d_model = dimension for lr in config.learning_rate_choices: config.learning_rate = lr - print(f"{count} / 20\n") + print(f"{count} / {total}\n") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate}") model = LinearModel(config) linear_train_model(config, model, count) count += 1 break - - elif type == "logprob": config = LogitConfig() count = 1 + total = len(config.d_model_choices) * len(config.learning_rate_choices) * (1 + len(config.conv_ch_choices) if len(config.add_conv_choices) == 2 else 1) for is_conv in config.add_conv_choices: print("----With CNN layer----\n" if config.add_conv else "----No CNN layer----\n") @@ -89,14 +107,14 @@ def linear_train_model(config, model, count): for i in config.conv_ch_choices: config.conv_ch = i - print(f"{count} / 60\n") + print(f"{count} / {total}\n") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate} CNN channel: {config.conv_ch}") model = LogitModel(config) logprob_train_model(config, model, count) count += 1 else: - print(f"{count} / 60") + print(f"{count} / {total}") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate}") model = LogitModel(config) logprob_train_model(config, model, count) diff --git 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z>`DS`RPk1_#hE0R{-70vWH`p`>BRDF_r8ZC%-SW^ZcO|>83ulYS&LxS19KACZCGWP z+#4=&Bahq;+!GIc2AA3gX{sQhxN__#!m^nu8N{tHYc<>vqZ diff --git a/code/test.py b/code/test.py new file mode 100644 index 0000000..e22ca48 --- /dev/null +++ b/code/test.py @@ -0,0 +1,203 @@ +import torch +import os +import matplotlib.pyplot as plt +from Functions import test_model, LogitConfig, LinearConfig +from Layers import LogitModel, LinearModel +from DatasetLoader import logprob_test_loader, linear_test_loader +from StoreDataset import FileLoader + +COLORS = ["b", "g", "r", "c", "m", "y", "k"] + +if __name__ == "__main__": + mode = input("logprob or linear or both --> ") + + if mode == "logprob": + + compare = False + color = 0 + + plt.figure() + plt.plot([0, 1], color="grey", linestyle="dashed", label="random model") + + while True: + + config = LogitConfig() + + location = int(input("ID of model to test -->")) + file = FileLoader(rf"..\history\logprob_best.jsonl") + + parameters = None + for item in file: + if item["ID"] == location: + parameters = item + break + if not parameters: + raise RuntimeError("ID not in file") + + if parameters["conv_ch"]: + config.add_conv = True + config.conv_ch = parameters["conv_ch"] + else: + config.add_conv = False + + config.d_model = parameters["d_model"] + + model = LogitModel(config) + + auroc, f1, fpr, tpr, report, report_dict = test_model(config, logprob_test_loader, model, parameter_path=fr"logprob\sec_try{location}.pth") + label = input("model label: ") + plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc, color=f"{COLORS[color]}") + + print(report) + print(auroc) + + compare = input("Compare between models? [y/n] ") == "y" + color += 1 + if color >= 7: + color = 0 + + if not compare: + break + + plt.xlim([0.0, 1.0]) + plt.ylim([0.0, 1.05]) + plt.xlabel('False Positive Rate') + plt.ylabel('True Positive Rate') + plt.title(f'ROC Curves') + plt.legend() + plt.show() + + elif mode == "linear": + + compare = False + + plt.figure() + plt.plot([0, 1], color="grey", linestyle="dashed", label="random model") + + while True: + config = LinearConfig() + + location = int(input("ID of model to test -->")) + file = FileLoader(rf"..\history\linear_best.jsonl") + + parameters = None + for item in file: + if item["ID"] == location: + parameters = item + break + if not parameters: + raise RuntimeError("ID not in file") + + config.d_model = parameters["d_model"] + + model = LinearModel(config) + + auroc, f1, fpr, tpr, report, report_dict = test_model(config, linear_test_loader, model, parameter_path=fr"linear\sec_try{location}.pth") + label = input("model label: ") + plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc) + + print(report) + print(auroc) + + compare = input("Compare between models? [y/n] ") == "y" + + if not compare: + break + + plt.xlim([0.0, 1.0]) + plt.ylim([0.0, 1.05]) + plt.xlabel('False Positive Rate') + plt.ylabel('True Positive Rate') + plt.title(f'ROC Curves') + plt.legend() + plt.show() + + + elif mode == "both": + + color = 0 + compare = False + plt.figure() + plt.plot([0, 1], color="grey", linestyle="dashed", label="random model") + + while True: + + config = LogitConfig() + + location = int(input("ID of model to test -->")) + file = FileLoader(rf"..\history\logprob_best.jsonl") + + parameters = None + for item in file: + if item["ID"] == location: + parameters = item + break + if not parameters: + raise RuntimeError("ID not in file") + + if parameters["conv_ch"]: + config.add_conv = True + config.conv_ch = parameters["conv_ch"] + else: + config.add_conv = False + + config.d_model = parameters["d_model"] + + model = LogitModel(config) + + auroc, f1, fpr, tpr, report, report_dict = test_model(config, logprob_test_loader, model, parameter_path=fr"logprob\sec_try{location}.pth") + label = input("model label: ") + plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc, color=f"{COLORS[color]}") + + print(report) + print(auroc) + + compare = input("Compare between logprob models? [y/n] ") == "y" + color += 1 + if color >= 7: + color = 0 + + if not compare: + break + + while True: + config = LinearConfig() + + location = int(input("ID of model to test for hybrid model -->")) + file = FileLoader(rf"..\history\linear_best.jsonl") + + parameters = None + for item in file: + if item["ID"] == location: + parameters = item + break + if not parameters: + raise RuntimeError("ID not in file") + + config.d_model = parameters["d_model"] + + model = LinearModel(config) + + auroc, f1, fpr, tpr, report, report_dict = test_model(config, linear_test_loader, model, parameter_path=fr"linear\sec_try{location}.pth") + label = input("model label: ") + plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc) + + print(report) + print(auroc) + + compare = input("Compare between models? [y/n] ") == "y" + + if not compare: + break + + plt.xlim([0.0, 1.0]) + plt.ylim([0.0, 1.05]) + plt.xlabel('False Positive Rate') + plt.ylabel('True Positive Rate') + plt.title(f'ROC Curves') + plt.legend() + plt.show() + + else: + raise TypeError("Mode not logprob or linear or all") + diff --git a/history/linear_best.jsonl b/history/linear_best.jsonl new file mode 100644 index 0000000..a187cad --- /dev/null +++ b/history/linear_best.jsonl @@ -0,0 +1,6 @@ +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": 1, "auroc": 0.6343702192758797, "d_model": 32, "learning_rate": 0.1} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": 2, "auroc": 0.6583375828658847, "d_model": 32, "learning_rate": 0.05} +{"precision": 0.7209302325581395, "recall": 0.8378378378378378, "f1-score": 0.775, "ID": 3, "auroc": 0.6591874893761687, "d_model": 32, "learning_rate": 0.01} +{"precision": 0.7205882352941176, "recall": 0.8828828828828829, "f1-score": 0.7935222672064778, "ID": 4, "auroc": 0.6554479007309196, "d_model": 32, "learning_rate": 0.005} +{"precision": 0.71900826446281, "recall": 0.7837837837837838, "f1-score": 0.75, "ID": 5, "auroc": 0.6568077511473739, "d_model": 32, "learning_rate": 0.001} +{"precision": 0.7266187050359713, "recall": 0.9099099099099099, "f1-score": 0.808, "ID": 6, "auroc": 0.65068842427333, "d_model": 64, "learning_rate": 0.1} diff --git a/history/linear_best.txt b/history/linear_best.txt index e69de29..fbb6299 100644 --- a/history/linear_best.txt +++ b/history/linear_best.txt @@ -0,0 +1,39 @@ + +5 + dimension: 32 lr: 0.1 +6 + dimension: 32 lr: 0.05 +7 + dimension: 32 lr: 0.01 +8 + dimension: 32 lr: 0.005 +9 + dimension: 32 lr: 0.001 +10 + dimension: 64 lr: 0.05 +11 + dimension: 64 lr: 0.01 +12 + dimension: 64 lr: 0.005 +13 + dimension: 64 lr: 0.001 +14 + dimension: 128 lr: 0.1 +15 + dimension: 128 lr: 0.05 +16 + dimension: 128 lr: 0.01 +17 + dimension: 128 lr: 0.005 +18 + dimension: 128 lr: 0.001 +19 + dimension: 256 lr: 0.1 +20 + dimension: 256 lr: 0.05 +21 + dimension: 256 lr: 0.01 +22 + dimension: 256 lr: 0.005 +23 + dimension: 256 lr: 0.001 \ No newline at end of file diff --git a/history/linear_history.txt b/history/linear_history.txt index e69de29..908d898 100644 --- a/history/linear_history.txt +++ b/history/linear_history.txt @@ -0,0 +1,55 @@ + +1 + dimension: 32 lr: 0.1 auroc: 0.6195818459969403 f1: 0.6730769230769231 +2 + dimension: 32 lr: 0.05 auroc: 0.668706442291348 f1: 0.6926829268292682 +3 + dimension: 32 lr: 0.01 auroc: 0.6583375828658848 f1: 0.6382978723404256 +4 + dimension: 32 lr: 0.005 auroc: 0.6408295087540371 f1: 0.6321243523316062 +5 + dimension: 32 lr: 0.001 auroc: 0.6527281998980113 f1: 0.6382978723404256 +6 + dimension: 64 lr: 0.1 auroc: 0.5884752677205507 f1: 0.8072727272727273 +7 + dimension: 64 lr: 0.05 auroc: 0.6423593404725482 f1: 0.7368421052631579 +8 + dimension: 64 lr: 0.01 auroc: 0.6338602753697095 f1: 0.6421052631578947 +9 + dimension: 64 lr: 0.005 auroc: 0.6226415094339622 f1: 0.6428571428571429 +10 + dimension: 64 lr: 0.001 auroc: 0.6610572836987931 f1: 0.6829268292682927 +11 + dimension: 128 lr: 0.1 auroc: 0.6656467788543261 f1: 0.7239819004524887 +12 + dimension: 128 lr: 0.05 auroc: 0.6692163861975183 f1: 0.7207207207207207 +13 + dimension: 128 lr: 0.01 auroc: 0.6421893591704912 f1: 0.6321243523316062 +14 + dimension: 128 lr: 0.005 auroc: 0.6688764235934048 f1: 0.6926829268292682 +15 + dimension: 128 lr: 0.001 auroc: 0.6447390787013428 f1: 0.6288659793814433 +16 + dimension: 256 lr: 0.1 auroc: 0.6600373958864526 f1: 0.7985347985347986 +17 + dimension: 256 lr: 0.05 auroc: 0.6357300696923339 f1: 0.7985347985347986 +18 + dimension: 256 lr: 0.01 auroc: 0.6450790413054565 f1: 0.6338797814207651 +19 + dimension: 256 lr: 0.005 auroc: 0.6693863674995751 f1: 0.6111111111111112 +20 + dimension: 256 lr: 0.001 auroc: 0.6342002379738229 f1: 0.6288659793814433 + +second try: +1 + dimension: 32 lr: 0.1 auroc: 0.6343702192758797 f1: 0.8072727272727273 +2 + dimension: 32 lr: 0.05 auroc: 0.6583375828658847 f1: 0.8072727272727273 +3 + dimension: 32 lr: 0.01 auroc: 0.6591874893761687 f1: 0.775 +4 + dimension: 32 lr: 0.005 auroc: 0.6554479007309196 f1: 0.7935222672064778 +5 + dimension: 32 lr: 0.001 auroc: 0.6568077511473739 f1: 0.75 +6 + dimension: 64 lr: 0.1 auroc: 0.65068842427333 f1: 0.808 \ No newline at end of file diff --git a/history/logprob_best.jsonl b/history/logprob_best.jsonl new file mode 100644 index 0000000..13a6da6 --- /dev/null +++ b/history/logprob_best.jsonl @@ -0,0 +1,3 @@ +{"precision": 0.7014925373134329, "recall": 0.8545454545454545, "f1-score": 0.7704918032786885, "ID": 1, "auroc": 0.6409090909090909, "d_model": 32, "learning_rate": 0.1, "conv_ch": null} +{"precision": 0.6626506024096386, "recall": 1.0, "f1-score": 0.7971014492753623, "ID": 14, "auroc": 0.605844155844156, "d_model": 128, "learning_rate": 0.005, "conv_ch": null} +{"precision": 0.6666666666666666, "recall": 0.9090909090909091, "f1-score": 0.7692307692307693, "ID": 39, "auroc": 0.6233766233766234, "d_model": 64, "learning_rate": 0.001, "conv_ch": 32} diff --git a/history/logprob_best.txt b/history/logprob_best.txt deleted file mode 100644 index 06d3c4c..0000000 --- a/history/logprob_best.txt +++ /dev/null @@ -1,9 +0,0 @@ - -1 - dimension: 64 lr: 0.005 -2 - dimension: 128 lr: 0.005 -3 - dimension: 32 lr: 0.005 CNN channel: 64 -4 - dimension: 64 lr: 0.0001 CNN channel: 64 \ No newline at end of file diff --git a/history/logprob_best_first_try.txt b/history/logprob_best_first_try.txt new file mode 100644 index 0000000..458a31a --- /dev/null +++ b/history/logprob_best_first_try.txt @@ -0,0 +1,9 @@ + +1 + dimension: 64 lr: 0.005 auroc: 0.612987012987013 f1: 0.6407766990291263 +2 + dimension: 128 lr: 0.005 auroc: 0.6071428571428571 f1: 0.7704918032786885 +3 + dimension: 32 lr: 0.005 CNN channel: 64 auroc: 0.6032467532467531 f1: 0.66 +4 + dimension: 64 lr: 0.0001 CNN channel: 64 auroc: 0.6142857142857142 f1: 0.47368421052631576 \ No newline at end of file diff --git a/history/logprob_history.txt b/history/logprob_history.txt index 21f263b..0e8b5e2 100644 --- a/history/logprob_history.txt +++ b/history/logprob_history.txt @@ -1,122 +1,123 @@ + 1 - dimension: 32 lr: 0.1 auroc: 0.5694805194805195 f1: 0.7704918032786885 + dimension: 32 lr: 0.1 auroc: 0.6058441558441559 f1: 0.7971014492753623 1 - dimension: 32 lr: 0.1 auroc: 0.5383116883116883 f1: 0.7704918032786885 + dimension: 32 lr: 0.1 auroc: 0.6409090909090909 f1: 0.7704918032786885 2 - dimension: 32 lr: 0.05 auroc: 0.5279220779220779 f1: 0.6078431372549019 + dimension: 32 lr: 0.05 auroc: 0.5285714285714286 f1: 0.7971014492753623 3 - dimension: 32 lr: 0.01 auroc: 0.48831168831168836 f1: 0.6481481481481481 + dimension: 32 lr: 0.01 auroc: 0.5 f1: 0.7971014492753623 4 - dimension: 32 lr: 0.005 auroc: 0.49155844155844153 f1: 0.5961538461538461 + dimension: 32 lr: 0.005 auroc: 0.525974025974026 f1: 0.7611940298507462 5 - dimension: 32 lr: 0.0001 auroc: 0.474025974025974 f1: 0.16393442622950818 + dimension: 32 lr: 0.001 auroc: 0.5753246753246752 f1: 0.8029197080291971 6 - dimension: 64 lr: 0.1 auroc: 0.4974025974025974 f1: 0.7017543859649122 + dimension: 64 lr: 0.1 auroc: 0.5376623376623377 f1: 0.7619047619047619 7 - dimension: 64 lr: 0.05 auroc: 0.49025974025974023 f1: 0.717948717948718 + dimension: 64 lr: 0.05 auroc: 0.5467532467532467 f1: 0.7941176470588235 8 - dimension: 64 lr: 0.01 auroc: 0.5396103896103897 f1: 0.6274509803921569 + dimension: 64 lr: 0.01 auroc: 0.4792207792207792 f1: 0.7971014492753623 9 - dimension: 64 lr: 0.005 auroc: 0.612987012987013 f1: 0.6407766990291263 + dimension: 64 lr: 0.005 auroc: 0.5064935064935064 f1: 0.8120300751879699 10 - dimension: 64 lr: 0.0001 auroc: 0.49870129870129865 f1: 0.4943820224719101 + dimension: 64 lr: 0.001 auroc: 0.5993506493506493 f1: 0.7971014492753623 11 - dimension: 128 lr: 0.1 auroc: 0.4987012987012987 f1: 0.7642276422764228 + dimension: 128 lr: 0.1 auroc: 0.5922077922077922 f1: 0.7559055118110236 12 - dimension: 128 lr: 0.05 auroc: 0.5448051948051947 f1: 0.7304347826086957 + dimension: 128 lr: 0.05 auroc: 0.5623376623376624 f1: 0.7846153846153846 13 - dimension: 128 lr: 0.01 auroc: 0.5980519480519481 f1: 0.6336633663366337 + dimension: 128 lr: 0.01 auroc: 0.5149350649350649 f1: 0.7751937984496124 14 - dimension: 128 lr: 0.005 auroc: 0.6071428571428571 f1: 0.7704918032786885 + dimension: 128 lr: 0.005 auroc: 0.605844155844156 f1: 0.7971014492753623 15 - dimension: 128 lr: 0.0001 auroc: 0.5402597402597402 f1: 0.16393442622950818 + dimension: 128 lr: 0.001 auroc: 0.4474025974025974 f1: 0.7971014492753623 16 - dimension: 256 lr: 0.1 auroc: 0.5662337662337662 f1: 0.7090909090909091 + dimension: 256 lr: 0.1 auroc: 0.5272727272727272 f1: 0.7971014492753623 17 - dimension: 256 lr: 0.05 auroc: 0.5038961038961038 f1: 0.5918367346938775 + dimension: 256 lr: 0.05 auroc: 0.5850649350649351 f1: 0.7424242424242424 18 - dimension: 256 lr: 0.01 auroc: 0.5974025974025974 f1: 0.7704918032786885 + dimension: 256 lr: 0.01 auroc: 0.5240259740259741 f1: 0.7794117647058824 19 - dimension: 256 lr: 0.005 auroc: 0.5116883116883117 f1: 0.6605504587155964 + dimension: 256 lr: 0.005 auroc: 0.5915584415584416 f1: 0.7971014492753623 20 - dimension: 256 lr: 0.0001 auroc: 0.41688311688311686 f1: 0.4235294117647059 + dimension: 256 lr: 0.001 auroc: 0.5220779220779221 f1: 0.7971014492753623 21 - dimension: 32 lr: 0.1 CNN channel: 32 auroc: 0.5506493506493506 f1: 0.5833333333333334 + dimension: 32 lr: 0.1 CNN channel: 32 auroc: 0.5363636363636364 f1: 0.8 22 - dimension: 32 lr: 0.1 CNN channel: 64 auroc: 0.49090909090909085 f1: 0.7288135593220338 + dimension: 32 lr: 0.1 CNN channel: 64 auroc: 0.5461038961038961 f1: 0.7751937984496124 23 - dimension: 32 lr: 0.05 CNN channel: 32 auroc: 0.5175324675324675 f1: 0.7192982456140351 + dimension: 32 lr: 0.05 CNN channel: 32 auroc: 0.4980519480519481 f1: 0.7703703703703704 24 - dimension: 32 lr: 0.05 CNN channel: 64 auroc: 0.5311688311688312 f1: 0.6060606060606061 + dimension: 32 lr: 0.05 CNN channel: 64 auroc: 0.5201298701298701 f1: 0.7794117647058824 25 - dimension: 32 lr: 0.01 CNN channel: 32 auroc: 0.4935064935064935 f1: 0.58 + dimension: 32 lr: 0.01 CNN channel: 32 auroc: 0.5116883116883116 f1: 0.7883211678832117 26 - dimension: 32 lr: 0.01 CNN channel: 64 auroc: 0.5175324675324675 f1: 0.6728971962616822 + dimension: 32 lr: 0.01 CNN channel: 64 auroc: 0.4831168831168831 f1: 0.7971014492753623 27 - dimension: 32 lr: 0.005 CNN channel: 32 auroc: 0.4636363636363636 f1: 0.6481481481481481 + dimension: 32 lr: 0.005 CNN channel: 32 auroc: 0.5285714285714286 f1: 0.7971014492753623 28 - dimension: 32 lr: 0.005 CNN channel: 64 auroc: 0.6032467532467531 f1: 0.66 + dimension: 32 lr: 0.005 CNN channel: 64 auroc: 0.44999999999999996 f1: 0.7971014492753623 29 - dimension: 32 lr: 0.0001 CNN channel: 32 auroc: 0.4331168831168831 f1: 0.7971014492753623 + dimension: 32 lr: 0.001 CNN channel: 32 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64b0869..4ff31ec 100644 --- a/code/Main.py +++ b/code/Main.py @@ -2,13 +2,14 @@ import json from LinearTrain import linear_train from LogprobTrain import logprob_train -from Functions import LogitConfig, LinearConfig, test_model, plot_loss, graph_roc_curve -from DatasetLoader import logprob_test_loader, linear_test_loader +from Functions import LogitConfig, LinearConfig, test_model, plot_loss, calculate_threshold +from DatasetLoader import logprob_test_loader, linear_test_loader, logprob_val_loader, linear_val_loader from Layers import LogitModel, LinearModel -def logprob_train_model(config, model, count): - history = logprob_train(config, f"sec_try{count}.pth") - auroc, f1, fpr, tpr, report, report_dict = test_model(config, logprob_test_loader, model, fr"logprob\sec_try{count}.pth") +def logprob_train_model(config, model, count, weighted): + history = logprob_train(config, f"third_try{count}.pth") + threshold = calculate_threshold(model, config, logprob_val_loader) + auroc, f1, fpr, tpr, report, report_dict = test_model(config, logprob_test_loader, threshold, model, fr"logprob\{"weighted" if weighted else ""}{count}.pth") print(f"\n{report}\nauroc: {auroc}") @@ -16,18 +17,13 @@ def logprob_train_model(config, model, count): f.write(f"\n{count}\n dimension: {config.d_model} lr: {config.learning_rate}{f" CNN channel: {config.conv_ch}" if config.add_conv else ""} auroc: {auroc} f1: {f1}") if auroc >= 0.60 and f1 >= 0.70: - plot_loss(history, is_linear=False, show=False) - graph_roc_curve( - auroc=auroc, - fpr=fpr, - tpr=tpr, - is_linear=False, - length=count - ) + plot_loss(history, is_linear=False, show=False, length=f"{"weighted" if weighted else ""}{count}") report_dict = report_dict["1.0"] + accuracy = report_dict["accuracy"] del report_dict["support"] - report_dict["ID"] = count + report_dict["ID"] = f"{"weighted" if weighted else ""}{count}" + report_dict["accuracy"] = accuracy report_dict["auroc"] = auroc report_dict["d_model"] = config.d_model report_dict["learning_rate"] = config.learning_rate @@ -40,26 +36,21 @@ def logprob_train_model(config, model, count): else: os.remove(fr"models\logprob\sec_try{count}.pth") -def linear_train_model(config, model, count): +def linear_train_model(config, model, count, weighted): history = linear_train(config, f"sec_try{count}.pth") - auroc, f1, fpr, tpr, report, report_dict = test_model(config, linear_test_loader, model, fr"linear\sec_try{count}.pth") + threshold = calculate_threshold(model, config, linear_val_loader) + auroc, f1, fpr, tpr, report, report_dict = test_model(config, linear_test_loader, threshold, model, fr"linear\{"weighted" if weighted else ""}{count}.pth") print(f"\n{report}\nauroc: {auroc}") with open(r"history\linear_history.txt", "a", encoding="utf-8") as f: f.write(f"\n{count}\n dimension: {config.d_model} lr: {config.learning_rate} auroc: {auroc} f1: {f1}") if auroc >= 0.60 and f1 >= 0.70: - plot_loss(history, is_linear=True, show=False) - graph_roc_curve( - auroc=auroc, - fpr=fpr, - tpr=tpr, - is_linear=True - ) - + plot_loss(history, is_linear=True, show=False, length=f"{"weighted" if weighted else ""}{count}") + report_dict = report_dict["1.0"] del report_dict["support"] - report_dict["ID"] = count + report_dict["ID"] = f"{"weighted" if weighted else ""}{count}" report_dict["auroc"] = auroc report_dict["d_model"] = config.d_model report_dict["learning_rate"] = config.learning_rate @@ -74,6 +65,7 @@ def linear_train_model(config, model, count): if __name__ == "__main__": while True: type = input("linear or logporb --> ") + weighted = input("weighted? [y/n] ") == "y" if type == "linear": config = LinearConfig() @@ -87,7 +79,7 @@ def linear_train_model(config, model, count): print(f"{count} / {total}\n") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate}") model = LinearModel(config) - linear_train_model(config, model, count) + linear_train_model(config, model, count, weighted) count += 1 break @@ -110,14 +102,14 @@ def linear_train_model(config, model, count): print(f"{count} / {total}\n") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate} CNN channel: {config.conv_ch}") model = LogitModel(config) - logprob_train_model(config, model, count) + logprob_train_model(config, model, count, weighted) count += 1 else: print(f"{count} / {total}") print(f"model dimension: {config.d_model} learning rate: {config.learning_rate}") model = LogitModel(config) - logprob_train_model(config, model, count) + logprob_train_model(config, model, count, weighted) count += 1 break diff --git a/history/linear_best.jsonl b/history/linear_best.jsonl index a187cad..735b042 100644 --- a/history/linear_best.jsonl +++ b/history/linear_best.jsonl @@ -1,6 +1,36 @@ -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": 1, "auroc": 0.6343702192758797, "d_model": 32, "learning_rate": 0.1} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": 2, "auroc": 0.6583375828658847, "d_model": 32, "learning_rate": 0.05} -{"precision": 0.7209302325581395, "recall": 0.8378378378378378, "f1-score": 0.775, "ID": 3, "auroc": 0.6591874893761687, "d_model": 32, "learning_rate": 0.01} -{"precision": 0.7205882352941176, "recall": 0.8828828828828829, "f1-score": 0.7935222672064778, "ID": 4, "auroc": 0.6554479007309196, "d_model": 32, "learning_rate": 0.005} -{"precision": 0.71900826446281, "recall": 0.7837837837837838, "f1-score": 0.75, "ID": 5, "auroc": 0.6568077511473739, "d_model": 32, "learning_rate": 0.001} -{"precision": 0.7266187050359713, "recall": 0.9099099099099099, "f1-score": 0.808, "ID": 6, "auroc": 0.65068842427333, "d_model": 64, "learning_rate": 0.1} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "1", "auroc": 0.6566377698453172, "d_model": 32, "learning_rate": 0.1} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "2", "auroc": 0.6472887982321945, "d_model": 32, "learning_rate": 0.05} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "3", "auroc": 0.6654767975522693, "d_model": 32, "learning_rate": 0.01} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "4", "auroc": 0.6406595274519804, "d_model": 32, "learning_rate": 0.005} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "5", "auroc": 0.6598674145843958, "d_model": 32, "learning_rate": 0.001} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 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+++++++++++++----- code/test2.py | 21 +++ history/linear_best.jsonl | 38 ++--- history/linear_history.txt | 128 ++++++++++++++- history/logprob_best.jsonl | 12 +- history/logprob_best_first_try.txt | 3 +- history/logprob_history.txt | 127 ++++++++++++++- models/linear/1.pth | Bin 0 -> 4079 bytes models/linear/10.pth | Bin 5182 -> 5182 bytes models/linear/11.pth | Bin 5182 -> 7294 bytes models/linear/12.pth | Bin 5182 -> 7294 bytes models/linear/13.pth | Bin 5182 -> 7294 bytes models/linear/14.pth | Bin 7294 -> 7294 bytes models/linear/15.pth | Bin 7294 -> 7294 bytes models/linear/16.pth | Bin 7294 -> 11390 bytes models/linear/17.pth | Bin 7294 -> 11390 bytes models/linear/18.pth | Bin 7294 -> 11390 bytes models/linear/19.pth | Bin 11390 -> 11390 bytes models/linear/2.pth | Bin 0 -> 4079 bytes models/linear/20.pth | Bin 11390 -> 11390 bytes models/linear/21.pth | Bin 11390 -> 0 bytes models/linear/22.pth | Bin 11390 -> 0 bytes models/linear/23.pth | Bin 11390 -> 0 bytes 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models/linear/{sec_try5.pth => weighted5.pth} | Bin models/linear/{sec_try6.pth => weighted6.pth} | Bin models/linear/{sec_try7.pth => weighted7.pth} | Bin models/linear/{sec_try8.pth => weighted8.pth} | Bin models/linear/{sec_try9.pth => weighted9.pth} | Bin models/logprob/1.pth | Bin 8761 -> 7323 bytes models/logprob/{sec_try14.pth => 14.pth} | Bin models/logprob/{sec_try39.pth => 39.pth} | Bin test_results/loss/linear/linear_1.pdf | Bin 0 -> 12783 bytes test_results/loss/linear/linear_10.pdf | Bin 0 -> 11839 bytes test_results/loss/linear/linear_11.pdf | Bin 0 -> 11833 bytes test_results/loss/linear/linear_12.pdf | Bin 0 -> 11847 bytes test_results/loss/linear/linear_13.pdf | Bin 0 -> 12505 bytes test_results/loss/linear/linear_14.pdf | Bin 0 -> 12041 bytes test_results/loss/linear/linear_15.pdf | Bin 0 -> 12847 bytes test_results/loss/linear/linear_16.pdf | Bin 0 -> 11881 bytes test_results/loss/linear/linear_17.pdf | Bin 0 -> 12238 bytes test_results/loss/linear/linear_18.pdf | Bin 0 -> 12082 bytes test_results/loss/linear/linear_19.pdf | Bin 0 -> 12163 bytes test_results/loss/linear/linear_2.pdf | Bin 0 -> 11352 bytes test_results/loss/linear/linear_20.pdf | Bin 0 -> 11516 bytes test_results/loss/linear/linear_3.pdf | Bin 0 -> 12209 bytes test_results/loss/linear/linear_4.pdf | Bin 0 -> 11794 bytes test_results/loss/linear/linear_5.pdf | Bin 0 -> 12702 bytes test_results/loss/linear/linear_6.pdf | Bin 0 -> 11983 bytes test_results/loss/linear/linear_7.pdf | Bin 0 -> 11481 bytes test_results/loss/linear/linear_8.pdf | Bin 0 -> 12516 bytes test_results/loss/linear/linear_9.pdf | Bin 0 -> 12360 bytes 74 files changed, 489 insertions(+), 77 deletions(-) create mode 100644 code/test2.py create mode 100644 models/linear/1.pth create mode 100644 models/linear/2.pth delete mode 100644 models/linear/21.pth delete mode 100644 models/linear/22.pth delete mode 100644 models/linear/23.pth create mode 100644 models/linear/3.pth create mode 100644 models/linear/4.pth rename models/linear/{sec_try1.pth => weighted1.pth} (100%) rename models/linear/{sec_try10.pth => weighted10.pth} (100%) rename models/linear/{sec_try11.pth => weighted11.pth} (100%) rename models/linear/{sec_try12.pth => weighted12.pth} (100%) rename models/linear/{sec_try13.pth => weighted13.pth} (100%) rename models/linear/{sec_try15.pth => weighted15.pth} (100%) rename models/linear/{sec_try16.pth => weighted16.pth} (100%) rename models/linear/{sec_try17.pth => weighted17.pth} (100%) rename models/linear/{sec_try18.pth => weighted18.pth} (100%) rename models/linear/{sec_try19.pth => weighted19.pth} (100%) rename models/linear/{sec_try2.pth => weighted2.pth} (100%) rename models/linear/{sec_try3.pth => weighted3.pth} (100%) rename models/linear/{sec_try4.pth => weighted4.pth} (100%) rename models/linear/{sec_try5.pth => weighted5.pth} (100%) rename models/linear/{sec_try6.pth => weighted6.pth} (100%) rename models/linear/{sec_try7.pth => weighted7.pth} (100%) rename models/linear/{sec_try8.pth => weighted8.pth} (100%) rename models/linear/{sec_try9.pth => weighted9.pth} (100%) rename models/logprob/{sec_try14.pth => 14.pth} (100%) rename models/logprob/{sec_try39.pth => 39.pth} (100%) create mode 100644 test_results/loss/linear/linear_1.pdf create mode 100644 test_results/loss/linear/linear_10.pdf create mode 100644 test_results/loss/linear/linear_11.pdf create mode 100644 test_results/loss/linear/linear_12.pdf create mode 100644 test_results/loss/linear/linear_13.pdf create mode 100644 test_results/loss/linear/linear_14.pdf create mode 100644 test_results/loss/linear/linear_15.pdf create mode 100644 test_results/loss/linear/linear_16.pdf create mode 100644 test_results/loss/linear/linear_17.pdf create mode 100644 test_results/loss/linear/linear_18.pdf create mode 100644 test_results/loss/linear/linear_19.pdf create mode 100644 test_results/loss/linear/linear_2.pdf create mode 100644 test_results/loss/linear/linear_20.pdf create mode 100644 test_results/loss/linear/linear_3.pdf create mode 100644 test_results/loss/linear/linear_4.pdf create mode 100644 test_results/loss/linear/linear_5.pdf create mode 100644 test_results/loss/linear/linear_6.pdf create mode 100644 test_results/loss/linear/linear_7.pdf create mode 100644 test_results/loss/linear/linear_8.pdf create mode 100644 test_results/loss/linear/linear_9.pdf diff --git a/code/Functions.py b/code/Functions.py index e8de7d0..2be668e 100644 --- a/code/Functions.py +++ b/code/Functions.py @@ -2,22 +2,24 @@ import math import re import json +import seaborn as sns import matplotlib.pyplot as plt from tqdm import tqdm +import numpy as np import torch import torch.nn as nn import torch.nn.functional as F -from sklearn.metrics import roc_curve, auc, f1_score, classification_report +from sklearn.metrics import roc_curve, auc, f1_score, classification_report, precision_recall_curve from sentence_transformers import SentenceTransformer from StoreDataset import FileLoader, retrieve_to class LinearConfig: - pos_weight = torch.tensor(0.65) + pos_weight = torch.tensor(1) criterion = nn.BCEWithLogitsLoss(pos_weight=pos_weight) - train_p = 0.8 - val_p = 0.1 + train_p = 0.75 + val_p = 0.15 d_model_choices = [32, 64, 128, 256] @@ -33,12 +35,12 @@ class LinearConfig: class LogitConfig: - pos_weight = torch.tensor(0.65) + pos_weight = torch.tensor(0.7) criterion = nn.BCEWithLogitsLoss(pos_weight=pos_weight) add_conv_choices = [False, True] - train_p = 0.8 - val_p = 0.1 + train_p = 0.75 + val_p = 0.15 d_model_choices = [32, 64, 128, 256] conv_ch_choices = [32, 64] @@ -210,6 +212,11 @@ def run_batch(config, return total_loss + +# ———————————————————————————————— +# plot graphs and caculate scores +# ———————————————————————————————— + def plot_loss(history, is_linear, show, length=None): plt.figure(figsize=(8, 5)) plt.plot(history["running_loss"], label='running_loss', color='blue') @@ -231,7 +238,43 @@ def plot_loss(history, is_linear, show, length=None): if show: plt.show() -def test_model(config, test_loader, model, parameter_path): +def calculate_threshold(model, config, val_loader): + + model.eval() + results = [] + targets = [] + + with torch.no_grad(): + for batch in val_loader: + batch = {k: v.to(config.device) for k, v in batch.items()} + + if model.is_linear: + y_pred = model(batch["cos_sim"], batch["entropy"]) + else: + y_pred = model( + batch["logprobs1"], + batch["logprobs2"], + batch["cos_sim"], + batch["entropy"] + ) + y_pred = torch.sigmoid(y_pred.squeeze(1)) + results.append(y_pred.tolist()) + targets.append(batch["labels"].tolist()) + + results = [item for res in results for item in res] + targets = [item for tar in targets for item in tar] + + precision, recall, thresholds = precision_recall_curve(targets, results) + + f1_scores = 2 * (precision * recall) / (precision + recall + 1e-8) + + f1_scores = f1_scores[:-1] + best_index = np.argmax(f1_scores) + best_threshold = thresholds[best_index] + + return best_threshold + +def test_model(config, test_loader, threshold, model, parameter_path, plot_distribution:bool = False): model.load_state_dict(torch.load(os.path.join("models", parameter_path))) y_pred, y_true = run_batch( @@ -242,15 +285,37 @@ def test_model(config, test_loader, model, parameter_path): "test", ) - fpr, tpr, threshold = roc_curve(y_true, y_pred) + if plot_distribution: + plt.close(1) + plt.figure(2) + sns.histplot(data=y_pred, bins=5, kde=True, color="teal", label="model output") + plt.xlim(0, 1) + + if input("Print 0.5 threshold? [y/n] ") == "y": + plt.axvline(0.5, color="b", linestyle="dashed", label="0.5 threshold") + if input("Print calculated threshold? [y/n] ") == "y": + plt.axvline(threshold, color="r", linestyle="dashed", label="calculated threshold") + plt.title("distribution of model output") + plt.legend() + + save = input("save? [y/n] ") == "y" + + if save: + name = input("input name: ") + plt.savefig(fr"test_results\{name}.png") + + plt.show() + + fpr, tpr, thre = roc_curve(y_true, y_pred) auroc = auc(fpr, tpr) - y_pred = [0 if result < 0.5 else 1 for result in y_pred] + y_pred = [0 if result < threshold else 1 for result in y_pred] f1 = f1_score(y_true, y_pred) report = classification_report(y_true, y_pred, zero_division=0) report_dict = classification_report(y_true, y_pred, output_dict=True, zero_division=0) return auroc, f1, fpr, tpr, report, report_dict + def graph_roc_curve(auroc, fpr, tpr, is_linear, length=None): plt.figure() diff --git a/code/Main.py b/code/Main.py index 4ff31ec..a7b8488 100644 --- a/code/Main.py +++ b/code/Main.py @@ -7,7 +7,7 @@ from Layers import LogitModel, LinearModel def logprob_train_model(config, model, count, weighted): - history = logprob_train(config, f"third_try{count}.pth") + history = logprob_train(config, f"{"weighted" if weighted else ""}{count}.pth") threshold = calculate_threshold(model, config, logprob_val_loader) auroc, f1, fpr, tpr, report, report_dict = test_model(config, logprob_test_loader, threshold, model, fr"logprob\{"weighted" if weighted else ""}{count}.pth") @@ -37,7 +37,7 @@ def logprob_train_model(config, model, count, weighted): os.remove(fr"models\logprob\sec_try{count}.pth") def linear_train_model(config, model, count, weighted): - history = linear_train(config, f"sec_try{count}.pth") + history = linear_train(config, f"{"weighted" if weighted else ""}{count}.pth") threshold = calculate_threshold(model, config, linear_val_loader) auroc, f1, fpr, tpr, report, report_dict = test_model(config, linear_test_loader, threshold, model, fr"linear\{"weighted" if weighted else ""}{count}.pth") print(f"\n{report}\nauroc: {auroc}") diff --git a/code/__pycache__/Functions.cpython-314.pyc b/code/__pycache__/Functions.cpython-314.pyc index 27ba93c11a6532c4dc2c59a1ee22ab0996fa55de..d883f98c923a73224552be0c145efabc02e2fcd8 100644 GIT binary patch delta 5497 zcma)AeRN#Kb)UCyzrRRpXR-l zZS`YCPfuza2RqCk$R`j?N)rW6a|}*TP180&OCf1E$VdY7>;$LBDYSpII3&lV$!UA< z?5=E+9Fnp3r zj#xBnkU-rqW{cP~8?OsvcFn>0PR+^xx*~4PUF3Np?wlb=B3{kMDdJdJ#IN}yZ6SXHE2tLAmnSWTo>tBurYb-_FdkVYbzD~V+3GoXEhX!V?C1)6P> z)*#s{i58R`fFa2VJXa-2d$mT%4RsH%H%VTo`*^)sDg((D$q$rrPHB}wQUF>N*h&jp z8?-B@p&@8nq$&_@ml~yN5U42%gh8N|^SAErkm_#xJRwOJA$4SbE0|m_HAumMqRBy6 z!)E>qH~l-#VLUA8Mr}Sh7dElSgq|wBLZNaZrKYl(7*yivbS#mh3o`qjuut%^6Q&wr zialp)^9ch2_J>ulNe0a>i7aLKM(|sLZdbBu?4X>QnbkfhNPIZ-K`$@=$hyQH!Oy-Z z{!%Dslg3>_1^b$D=yo^AQ3Nmi)GWZ4$Yo!}6LpW*Eyr1K>Fx{OvUj~LZ+lzL*w?)~ zmc}l-%a%qjIK8aWG-m59^=4N=U*6;qTENa&z3W~aHcpPVAhaU10qEX%G8s!`GYhfAY&MmU zRk{Uv?FeBOwgmHAvD$&q37}h*xR#PL37K{wjSswyGfJ9h4>m1DrL-HxZbd-TC||5T zto4@wO;R5RxW4F#HD6O<)!FNoDsyqMe`<-FdH;U4*LtoJwdjsSHkZ+22U2OUeHbV^ zS*`8cf}Q=qR#(L(oK)6mN?wp-T6~7?1(99se{Ic1)Wr5U2U)`2S(J>$;+afVi)(T$ zM(+py2s`5}w>{f?m6(M9?PYH|Uu9o%GzJ{N)6H>3ku%9}8R-NxX@vcqqo#=u>DwGK zot;r=c3P$TQ5*c!VfL1*mDM}v+QzZheE?yBehyi9pqnUa;Dd7*2Mg*19Qk}F+$%!A zfRaXlwooX~2FaGHEbqX}S+vmdzj8mFKJQylu;hKjPh8-_ajq`O<#W`nL=lWw50 zE~>d{-3;5FP0I8^V1+Gw(z|899n^O+cMfNup?ZObdT+!<1`}jvFA*5&q`{Yq+)V^PStjjVw`%Qx!c^8!v_R;8-}KHk!-CrsG;- zmc9y7OK1PPdChEo1GRjgo!{Ck{5>;u91;GBJ=U>P7-m20XfQvA%=g$w9f1HpST-e{ z)ne(as?tlqy2NTa-)+H5oWR+a3f@d?fBX*M5{Z%tfxQr_u?I;PQAGF|S)(t+p6<4? 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[y/n] ") == "y" + location = f"{"weighted" if weighted else ""}{id}" file = FileLoader(rf"..\history\logprob_best.jsonl") + #checks for ID parameters = None for item in file: if item["ID"] == location: @@ -34,6 +37,7 @@ if not parameters: raise RuntimeError("ID not in file") + # changes config for testing if parameters["conv_ch"]: config.add_conv = True config.conv_ch = parameters["conv_ch"] @@ -42,15 +46,34 @@ config.d_model = parameters["d_model"] + # Initialize model model = LogitModel(config) - auroc, f1, fpr, tpr, report, report_dict = test_model(config, logprob_test_loader, model, parameter_path=fr"logprob\sec_try{location}.pth") - label = input("model label: ") - plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc, color=f"{COLORS[color]}") + plot_distribution = input("Plot model distribution: [y/n]") == "y" + + # calculate f1 score and auroc score + threshold = calculate_threshold(model, config, logprob_val_loader) + auroc, f1, fpr, tpr, report, report_dict = test_model( + config, + logprob_test_loader, + threshold, + model, + parameter_path=fr"logprob\{location}.pth", + plot_distribution=plot_distribution + ) + print(report) - print(auroc) + print(f"threshold: {threshold}") + print(f"auroc score: {auroc}") + if plot_distribution: + break + + label = input("model label: ") + plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc, color=f"{COLORS[color]}") + + # asks if user want to compare between logprob models compare = input("Compare between models? [y/n] ") == "y" color += 1 if color >= 7: @@ -58,26 +81,36 @@ if not compare: break - - plt.xlim([0.0, 1.0]) - plt.ylim([0.0, 1.05]) - plt.xlabel('False Positive Rate') - plt.ylabel('True Positive Rate') - plt.title(f'ROC Curves') - plt.legend() - plt.show() + + if not plot_distribution: + plt.xlim([0.0, 1.0]) + plt.ylim([0.0, 1.05]) + plt.xlabel('False Positive Rate') + plt.ylabel('True Positive Rate') + plt.title(f'ROC Curves') + plt.legend() + save = input("save? [y/n] ") == "y" + + if save: + name = input("input name: ") + plt.savefig(fr"test_results\ROC\logprob\{name}.png") + + plt.show() + elif mode == "linear": - + color = 0 compare = False - plt.figure() + plt.figure(1) plt.plot([0, 1], color="grey", linestyle="dashed", label="random model") while True: config = LinearConfig() - - location = int(input("ID of model to test -->")) + id = int(input("ID of model to test -->")) + weighted = input("weighted? [y/n] ") == "y" + location = f"{"weighted" if weighted else ""}{id}" + file = FileLoader(rf"..\history\linear_best.jsonl") parameters = None @@ -92,25 +125,53 @@ model = LinearModel(config) - auroc, f1, fpr, tpr, report, report_dict = test_model(config, linear_test_loader, model, parameter_path=fr"linear\sec_try{location}.pth") - label = input("model label: ") - plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc) + plot_distribution = input("Plot model distribution: [y/n]") == "y" + + threshold = calculate_threshold(model, config, linear_val_loader) + auroc, f1, fpr, tpr, report, report_dict = test_model( + config, + linear_test_loader, + threshold, + model, + parameter_path=fr"linear\{location}.pth", + plot_distribution=plot_distribution + ) + print(report) - print(auroc) + print(f"threshold: {threshold}") + print(f"auroc score: {auroc}") + + if plot_distribution: + break + + label = input("model label: ") + plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc, color=COLORS[color]) compare = input("Compare between models? [y/n] ") == "y" + compare = input("Compare between models? [y/n] ") == "y" + color += 1 + if color >= 7: + color = 0 + if not compare: break + if not plot_distribution: + plt.xlim([0.0, 1.0]) + plt.ylim([0.0, 1.05]) + plt.xlabel('False Positive Rate') + plt.ylabel('True Positive Rate') + plt.title(f'ROC Curves') + plt.legend() - plt.xlim([0.0, 1.0]) - plt.ylim([0.0, 1.05]) - plt.xlabel('False Positive Rate') - plt.ylabel('True Positive Rate') - plt.title(f'ROC Curves') - plt.legend() - plt.show() + save = input("save? [y/n] ") == "y" + + if save: + name = input("input name: ") + plt.savefig(fr"test_results\ROC\linear\{name}.png") + + plt.show() elif mode == "both": @@ -124,7 +185,9 @@ config = LogitConfig() - location = int(input("ID of model to test -->")) + id = int(input("ID of model to test -->")) + weighted = input("weighted? [y/n] ") == "y" + location = f"{"weighted" if weighted else ""}{id}" file = FileLoader(rf"..\history\logprob_best.jsonl") parameters = None @@ -145,7 +208,7 @@ model = LogitModel(config) - auroc, f1, fpr, tpr, report, report_dict = test_model(config, logprob_test_loader, model, parameter_path=fr"logprob\sec_try{location}.pth") + auroc, f1, fpr, tpr, report, report_dict = test_model(config, logprob_test_loader, model, parameter_path=fr"logprob\{location}.pth") label = input("model label: ") plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc, color=f"{COLORS[color]}") @@ -163,7 +226,9 @@ while True: config = LinearConfig() - location = int(input("ID of model to test for hybrid model -->")) + id = int(input("ID of model to test -->")) + weighted = input("weighted? [y/n] ") == "y" + location = f"{"weighted" if weighted else ""}{id}" file = FileLoader(rf"..\history\linear_best.jsonl") parameters = None @@ -178,9 +243,9 @@ model = LinearModel(config) - auroc, f1, fpr, tpr, report, report_dict = test_model(config, linear_test_loader, model, parameter_path=fr"linear\sec_try{location}.pth") + auroc, f1, fpr, tpr, report, report_dict = test_model(config, linear_test_loader, model, parameter_path=fr"linear\{location}.pth") label = input("model label: ") - plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc) + plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc, color=f"{COLORS[color]}") print(report) print(auroc) @@ -198,6 +263,11 @@ plt.legend() plt.show() + save = input("save? [y/n] ") == "y" + + if save: + name = input("input name: ") + plt.savefig(fr"test_results\ROC\{name}.png") + else: raise TypeError("Mode not logprob or linear or all") - diff --git a/code/test2.py b/code/test2.py new file mode 100644 index 0000000..5c619ac --- /dev/null +++ b/code/test2.py @@ -0,0 +1,21 @@ +from Functions import calculate_threshold, LinearConfig +from Layers import LinearModel +from DatasetLoader import linear_val_loader + +config = LinearConfig() +model = LinearModel(config) + +thresholds = [] + + +for i in range(50): + threshold = calculate_threshold( + model=model, + config=config, + val_loader=linear_val_loader + ) + + thresholds.append(threshold) + + + diff --git a/history/linear_best.jsonl b/history/linear_best.jsonl index 735b042..75c083e 100644 --- a/history/linear_best.jsonl +++ b/history/linear_best.jsonl @@ -1,21 +1,3 @@ -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "1", "auroc": 0.6566377698453172, "d_model": 32, "learning_rate": 0.1} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "2", "auroc": 0.6472887982321945, "d_model": 32, "learning_rate": 0.05} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "3", "auroc": 0.6654767975522693, "d_model": 32, "learning_rate": 0.01} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "4", "auroc": 0.6406595274519804, "d_model": 32, "learning_rate": 0.005} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "5", "auroc": 0.6598674145843958, "d_model": 32, "learning_rate": 0.001} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "6", "auroc": 0.6251912289648138, "d_model": 64, "learning_rate": 0.1} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "7", "auroc": 0.6588475267720552, "d_model": 64, "learning_rate": 0.05} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "8", "auroc": 0.6590175080741119, "d_model": 64, "learning_rate": 0.01} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "9", "auroc": 0.6513683494815571, "d_model": 64, "learning_rate": 0.005} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "10", "auroc": 0.6481387047424783, "d_model": 64, "learning_rate": 0.001} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "12", "auroc": 0.6583375828658848, "d_model": 128, "learning_rate": 0.05} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "13", "auroc": 0.6534081251062384, "d_model": 128, "learning_rate": 0.01} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "14", "auroc": 0.6382797892231854, "d_model": 128, "learning_rate": 0.005} -{"precision": 0.676829268292683, "recall": 1.0, 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0.8072727272727273, "ID": "20", "auroc": 0.6644569097399287, "d_model": 256, "learning_rate": 0.001} diff --git a/history/linear_history.txt b/history/linear_history.txt index 908d898..ef7887c 100644 --- a/history/linear_history.txt +++ b/history/linear_history.txt @@ -1,4 +1,4 @@ - +with 0.5 weight 1 dimension: 32 lr: 0.1 auroc: 0.6195818459969403 f1: 0.6730769230769231 2 @@ -40,7 +40,7 @@ 20 dimension: 256 lr: 0.001 auroc: 0.6342002379738229 f1: 0.6288659793814433 -second try: +without weights: 1 dimension: 32 lr: 0.1 auroc: 0.6343702192758797 f1: 0.8072727272727273 2 @@ -52,4 +52,126 @@ second try: 5 dimension: 32 lr: 0.001 auroc: 0.6568077511473739 f1: 0.75 6 - dimension: 64 lr: 0.1 auroc: 0.65068842427333 f1: 0.808 \ No newline at end of file + dimension: 64 lr: 0.1 auroc: 0.65068842427333 f1: 0.808 + +with weight +1 + dimension: 32 lr: 0.1 auroc: 0.6566377698453172 f1: 0.8072727272727273 +2 + dimension: 32 lr: 0.05 auroc: 0.6472887982321945 f1: 0.8072727272727273 +3 + dimension: 32 lr: 0.01 auroc: 0.6654767975522693 f1: 0.8072727272727273 +4 + dimension: 32 lr: 0.005 auroc: 0.6406595274519804 f1: 0.8072727272727273 +5 + dimension: 32 lr: 0.001 auroc: 0.6598674145843958 f1: 0.8072727272727273 +6 + dimension: 64 lr: 0.1 auroc: 0.6251912289648138 f1: 0.8072727272727273 +7 + dimension: 64 lr: 0.05 auroc: 0.6588475267720552 f1: 0.8072727272727273 +8 + dimension: 64 lr: 0.01 auroc: 0.6590175080741119 f1: 0.8072727272727273 +9 + dimension: 64 lr: 0.005 auroc: 0.6513683494815571 f1: 0.8072727272727273 +10 + dimension: 64 lr: 0.001 auroc: 0.6481387047424783 f1: 0.8072727272727273 +11 + dimension: 128 lr: 0.1 auroc: 0.37667856535781064 f1: 0.8072727272727273 +12 + dimension: 128 lr: 0.05 auroc: 0.6583375828658848 f1: 0.8072727272727273 +13 + dimension: 128 lr: 0.01 auroc: 0.6534081251062384 f1: 0.8072727272727273 +14 + dimension: 128 lr: 0.005 auroc: 0.6382797892231854 f1: 0.8072727272727273 +15 + dimension: 128 lr: 0.001 auroc: 0.6508584055753868 f1: 0.8072727272727273 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"d_model": 64, "learning_rate": 0.001, "conv_ch": null} +{"precision": 0.7014925373134329, "recall": 0.8703703703703703, "f1-score": 0.7768595041322314, "ID": "weighted30", "auroc": 0.6342592592592593, "d_model": 32, "learning_rate": 0.001, "conv_ch": 64} +{"precision": 0.6714285714285714, "recall": 0.8703703703703703, "f1-score": 0.7580645161290323, "ID": "weighted38", "auroc": 0.6018518518518519, "d_model": 64, "learning_rate": 0.005, "conv_ch": 64} +{"precision": 0.696969696969697, "recall": 0.8518518518518519, "f1-score": 0.7666666666666667, "ID": "weighted45", "auroc": 0.6078042328042328, "d_model": 128, "learning_rate": 0.01, "conv_ch": 32} +{"precision": 0.6956521739130435, "recall": 0.8888888888888888, "f1-score": 0.7804878048780488, "ID": "weighted49", "auroc": 0.6507936507936508, "d_model": 128, "learning_rate": 0.001, "conv_ch": 32} +{"precision": 0.6585365853658537, "recall": 1.0, "f1-score": 0.7941176470588235, "ID": "weighted58", "auroc": 0.6011904761904762, "d_model": 256, "learning_rate": 0.005, "conv_ch": 64} diff --git a/history/logprob_best_first_try.txt b/history/logprob_best_first_try.txt index 458a31a..5b6619e 100644 --- a/history/logprob_best_first_try.txt +++ b/history/logprob_best_first_try.txt @@ -1,4 +1,5 @@ - +logprob without weight +logprob with weigh 1 dimension: 64 lr: 0.005 auroc: 0.612987012987013 f1: 0.6407766990291263 2 diff --git a/history/logprob_history.txt b/history/logprob_history.txt index 0e8b5e2..ba46295 100644 --- a/history/logprob_history.txt +++ b/history/logprob_history.txt @@ -1,4 +1,6 @@ +logprob without weight + 1 dimension: 32 lr: 0.1 auroc: 0.6058441558441559 f1: 0.7971014492753623 1 @@ -120,4 +122,127 @@ 59 dimension: 256 lr: 0.001 CNN channel: 32 auroc: 0.5233766233766234 f1: 0.7971014492753623 60 - dimension: 256 lr: 0.001 CNN channel: 64 auroc: 0.5038961038961038 f1: 0.7971014492753623 \ No newline at end of file + dimension: 256 lr: 0.001 CNN channel: 64 auroc: 0.5038961038961038 f1: 0.7971014492753623 + +logprob with weight + +1 + dimension: 32 lr: 0.1 auroc: 0.5105820105820106 f1: 0.7575757575757576 +2 + dimension: 32 lr: 0.05 auroc: 0.4933862433862433 f1: 0.7642276422764228 +3 + dimension: 32 lr: 0.01 auroc: 0.4966931216931217 f1: 0.7619047619047619 +4 + dimension: 32 lr: 0.005 auroc: 0.5707671957671958 f1: 0.7538461538461538 +5 + dimension: 32 lr: 0.001 auroc: 0.5165343915343915 f1: 0.7580645161290323 +6 + dimension: 64 lr: 0.1 auroc: 0.5158730158730159 f1: 0.7642276422764228 +7 + dimension: 64 lr: 0.05 auroc: 0.5376984126984127 f1: 0.7580645161290323 +8 + dimension: 64 lr: 0.01 auroc: 0.4920634920634921 f1: 0.7580645161290323 +9 + dimension: 64 lr: 0.005 auroc: 0.4907407407407407 f1: 0.7619047619047619 +10 + dimension: 64 lr: 0.001 auroc: 0.6071428571428571 f1: 0.7666666666666667 +11 + dimension: 128 lr: 0.1 auroc: 0.4874338624338624 f1: 0.746031746031746 +12 + dimension: 128 lr: 0.05 auroc: 0.5026455026455027 f1: 0.7903225806451613 +13 + dimension: 128 lr: 0.01 auroc: 0.5892857142857143 f1: 0.7941176470588235 +14 + dimension: 128 lr: 0.005 auroc: 0.4867724867724868 f1: 0.7941176470588235 +15 + dimension: 128 lr: 0.001 auroc: 0.5383597883597884 f1: 0.8062015503875969 +16 + dimension: 256 lr: 0.1 auroc: 0.5562169312169312 f1: 0.75 +17 + dimension: 256 lr: 0.05 auroc: 0.5092592592592592 f1: 0.7394957983193278 +18 + dimension: 256 lr: 0.01 auroc: 0.5932539682539681 f1: 0.7851851851851852 +19 + dimension: 256 lr: 0.005 auroc: 0.5251322751322751 f1: 0.7619047619047619 +20 + dimension: 256 lr: 0.001 auroc: 0.4087301587301587 f1: 0.7941176470588235 +21 + dimension: 32 lr: 0.1 CNN channel: 32 auroc: 0.5945767195767195 f1: 0.75 +22 + dimension: 32 lr: 0.1 CNN channel: 64 auroc: 0.5383597883597884 f1: 0.7704918032786885 +23 + dimension: 32 lr: 0.05 CNN channel: 32 auroc: 0.5158730158730159 f1: 0.7540983606557377 +24 + dimension: 32 lr: 0.05 CNN channel: 64 auroc: 0.5132275132275133 f1: 0.7642276422764228 +25 + dimension: 32 lr: 0.01 CNN channel: 32 auroc: 0.55489417989418 f1: 0.78125 +26 + dimension: 32 lr: 0.01 CNN channel: 64 auroc: 0.47685185185185186 f1: 0.7596899224806202 +27 + dimension: 32 lr: 0.005 CNN channel: 32 auroc: 0.4669312169312169 f1: 0.7692307692307693 +28 + dimension: 32 lr: 0.005 CNN channel: 64 auroc: 0.5178571428571429 f1: 0.7741935483870968 +29 + dimension: 32 lr: 0.001 CNN channel: 32 auroc: 0.5833333333333334 f1: 0.7704918032786885 +30 + dimension: 32 lr: 0.001 CNN channel: 64 auroc: 0.6342592592592593 f1: 0.7768595041322314 +31 + dimension: 64 lr: 0.1 CNN channel: 32 auroc: 0.5099206349206349 f1: 0.7642276422764228 +32 + dimension: 64 lr: 0.1 CNN channel: 64 auroc: 0.5621693121693122 f1: 0.743801652892562 +33 + dimension: 64 lr: 0.05 CNN channel: 32 auroc: 0.55489417989418 f1: 0.7559055118110236 +34 + dimension: 64 lr: 0.05 CNN channel: 64 auroc: 0.5383597883597884 f1: 0.7642276422764228 +35 + dimension: 64 lr: 0.01 CNN channel: 32 auroc: 0.5112433862433863 f1: 0.768 +36 + dimension: 64 lr: 0.01 CNN channel: 64 auroc: 0.5297619047619048 f1: 0.7559055118110236 +37 + dimension: 64 lr: 0.005 CNN channel: 32 auroc: 0.576058201058201 f1: 0.7479674796747967 +38 + dimension: 64 lr: 0.005 CNN channel: 64 auroc: 0.6018518518518519 f1: 0.7580645161290323 +39 + dimension: 64 lr: 0.001 CNN channel: 32 auroc: 0.5582010582010581 f1: 0.6851851851851852 +40 + dimension: 64 lr: 0.001 CNN channel: 64 auroc: 0.3835978835978836 f1: 0.7941176470588235 +41 + dimension: 128 lr: 0.1 CNN channel: 32 auroc: 0.4973544973544973 f1: 0.7642276422764228 +42 + dimension: 128 lr: 0.1 CNN channel: 64 auroc: 0.5423280423280423 f1: 0.743801652892562 +43 + dimension: 128 lr: 0.05 CNN channel: 32 auroc: 0.5257936507936508 f1: 0.7580645161290323 +44 + dimension: 128 lr: 0.05 CNN channel: 64 auroc: 0.49206349206349204 f1: 0.7642276422764228 +45 + dimension: 128 lr: 0.01 CNN channel: 32 auroc: 0.6078042328042328 f1: 0.7666666666666667 +46 + dimension: 128 lr: 0.01 CNN channel: 64 auroc: 0.509920634920635 f1: 0.7580645161290323 +47 + dimension: 128 lr: 0.005 CNN channel: 32 auroc: 0.5436507936507936 f1: 0.7642276422764228 +48 + dimension: 128 lr: 0.005 CNN channel: 64 auroc: 0.531084656084656 f1: 0.8091603053435115 +49 + dimension: 128 lr: 0.001 CNN channel: 32 auroc: 0.6507936507936508 f1: 0.7804878048780488 +50 + dimension: 128 lr: 0.001 CNN channel: 64 auroc: 0.4444444444444444 f1: 0.7941176470588235 +51 + dimension: 256 lr: 0.1 CNN channel: 32 auroc: 0.5059523809523809 f1: 0.7642276422764228 +52 + dimension: 256 lr: 0.1 CNN channel: 64 auroc: 0.5707671957671958 f1: 0.7538461538461538 +53 + dimension: 256 lr: 0.05 CNN channel: 32 auroc: 0.49074074074074076 f1: 0.7642276422764228 +54 + dimension: 256 lr: 0.05 CNN channel: 64 auroc: 0.5205026455026455 f1: 0.7580645161290323 +55 + dimension: 256 lr: 0.01 CNN channel: 32 auroc: 0.5615079365079365 f1: 0.7580645161290323 +56 + dimension: 256 lr: 0.01 CNN channel: 64 auroc: 0.494047619047619 f1: 0.7540983606557377 +57 + dimension: 256 lr: 0.005 CNN channel: 32 auroc: 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z1rU~kJ5Z@^lsyQ9^S|$8T;1&@VF(bc*m~H21l5((+-&XO)>byh0hr|_z)%_hM^_gW zD3e!0We*yO#)B(bB9eq9;0U{sL~$fiTyh0xyxhrlFeLC3BOuciYDLKvVL(C=R!Ac;h1kN>9+g@l~yfBTT&M*BBh zP$a@{ Date: Wed, 22 Apr 2026 16:03:55 +0800 Subject: [PATCH 07/10] update MLP model --- code/Layers.py | 21 +++-- code/Main.py | 4 +- code/__pycache__/Layers.cpython-314.pyc | Bin 8509 -> 9758 bytes code/test.py | 12 ++- history/linear_best.jsonl | 35 ++++---- history/linear_best.txt | 39 -------- history/linear_history.txt | 84 +++++++++--------- history/logprob_best_first_try.txt | 10 --- models/linear/weighted1.pth | Bin 4888 -> 11551 bytes models/linear/weighted10.pth | Bin 5927 -> 25525 bytes models/linear/weighted11.pth | Bin 7975 -> 78005 bytes models/linear/weighted12.pth | Bin 7975 -> 78005 bytes models/linear/weighted13.pth | Bin 7975 -> 0 bytes models/linear/weighted14.pth | Bin 0 -> 78005 bytes models/linear/weighted15.pth | Bin 7975 -> 78005 bytes models/linear/weighted16.pth | Bin 12071 -> 281333 bytes models/linear/weighted17.pth | Bin 12071 -> 0 bytes models/linear/weighted18.pth | Bin 12071 -> 281333 bytes models/linear/weighted19.pth | Bin 12071 -> 0 bytes models/linear/weighted2.pth | Bin 4888 -> 11551 bytes models/linear/weighted20.pth | Bin 0 -> 281333 bytes models/linear/weighted3.pth | Bin 4888 -> 11551 bytes models/linear/weighted4.pth | Bin 4888 -> 11551 bytes models/linear/weighted5.pth | Bin 4888 -> 11551 bytes models/linear/weighted6.pth | Bin 5912 -> 25503 bytes models/linear/weighted7.pth | Bin 5912 -> 25503 bytes models/linear/weighted8.pth | Bin 5912 -> 25503 bytes models/linear/weighted9.pth | Bin 5912 -> 25503 bytes test_results/ROC/hybrid linear comparison.png | Bin 0 -> 31598 bytes .../linear/linear model weight comparison.png | Bin 0 -> 31529 bytes .../logprob model CNN weight comparison.png | Bin 0 -> 37513 bytes test_results/hybrid output distribution.png | Bin 0 -> 27537 bytes ...hybrid output without CNN distribution.png | Bin 0 -> 24065 bytes 33 files changed, 83 insertions(+), 122 deletions(-) delete mode 100644 history/linear_best.txt delete mode 100644 history/logprob_best_first_try.txt delete mode 100644 models/linear/weighted13.pth create mode 100644 models/linear/weighted14.pth delete mode 100644 models/linear/weighted17.pth delete mode 100644 models/linear/weighted19.pth create mode 100644 models/linear/weighted20.pth create mode 100644 test_results/ROC/hybrid linear comparison.png create mode 100644 test_results/ROC/linear/linear model weight comparison.png create mode 100644 test_results/ROC/logprob/logprob model CNN weight comparison.png create mode 100644 test_results/hybrid output distribution.png create mode 100644 test_results/hybrid output without CNN distribution.png diff --git a/code/Layers.py b/code/Layers.py index dfe9722..f2b4b8a 100644 --- a/code/Layers.py +++ b/code/Layers.py @@ -112,15 +112,26 @@ def __init__(self, config): self.is_linear = True self.fc1 = nn.Linear(in_features=2, out_features=config.d_model) - self.batch_norm = nn.BatchNorm1d(num_features=config.d_model) - self.fc2 = nn.Linear(in_features=config.d_model, out_features=1) + self.batch_norm1 = nn.BatchNorm1d(num_features=config.d_model) + self.activation1 = nn.ReLU() + + self.fc2 = nn.Linear(in_features=config.d_model, out_features=config.d_model) + self.batch_norm2 = nn.BatchNorm1d(num_features=config.d_model) + self.activation2 = nn.ReLU() + self.fc3 = nn.Linear(in_features=config.d_model, out_features=1) def forward(self, cosine_sim, entropy): combined = torch.cat([cosine_sim.unsqueeze(1), entropy.unsqueeze(1)], dim=1) - linear_output1 = self.fc1(combined) - normalized = self.batch_norm(linear_output1) - res = self.fc2(normalized) + x = self.fc1(combined) + x = self.batch_norm1(x) + x = self.activation1(x) + + x = self.fc2(x) + x = self.batch_norm2(x) + x = self.activation2(x) + res = self.fc3(x) + return res \ No newline at end of file diff --git a/code/Main.py b/code/Main.py index a7b8488..5b5e23f 100644 --- a/code/Main.py +++ b/code/Main.py @@ -34,7 +34,7 @@ def logprob_train_model(config, model, count, weighted): f.write("\n") else: - os.remove(fr"models\logprob\sec_try{count}.pth") + os.remove(fr"models\logprob\{"weighted" if weighted else ""}{count}.pth") def linear_train_model(config, model, count, weighted): history = linear_train(config, f"{"weighted" if weighted else ""}{count}.pth") @@ -60,7 +60,7 @@ def linear_train_model(config, model, count, weighted): f.write("\n") else: - os.remove(fr"models\linear\sec_try{count}.pth") + os.remove(fr"models\linear\{"weighted" if weighted else ""}{count}.pth") if __name__ == "__main__": while True: diff --git a/code/__pycache__/Layers.cpython-314.pyc b/code/__pycache__/Layers.cpython-314.pyc index 66636e0d4b5a5d9be9fdcceb1024c2da20c229da..e5ce9bd401c833c85bc23091092e155943daf787 100644 GIT binary patch delta 1773 zcmb7DUrbwN6u;l?AG`Lpz3ru?rMMCX7rRNEi!MCj(0P*K8EHEihw* zEhes&P1w!@WLvfvA9R}Fhz~rdkv$lnOdyn?bxUT#gL~9W7h|G+=L4k367@^&@1FBJ 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-148,8 +148,6 @@ label = input("model label: ") plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc, color=COLORS[color]) - compare = input("Compare between models? [y/n] ") == "y" - compare = input("Compare between models? [y/n] ") == "y" color += 1 if color >= 7: @@ -185,7 +183,7 @@ config = LogitConfig() - id = int(input("ID of model to test -->")) + id = int(input("ID of logprob model to test -->")) weighted = input("weighted? [y/n] ") == "y" location = f"{"weighted" if weighted else ""}{id}" file = FileLoader(rf"..\history\logprob_best.jsonl") @@ -208,7 +206,7 @@ model = LogitModel(config) - auroc, f1, fpr, tpr, report, report_dict = test_model(config, logprob_test_loader, model, parameter_path=fr"logprob\{location}.pth") + auroc, f1, fpr, tpr, report, report_dict = test_model(config, logprob_test_loader, 0.5, model, parameter_path=fr"logprob\{location}.pth") label = input("model label: ") plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc, color=f"{COLORS[color]}") @@ -226,7 +224,7 @@ while True: config = LinearConfig() - id = int(input("ID of model to test -->")) + id = int(input("ID of linear model to test -->")) weighted = input("weighted? [y/n] ") == "y" location = f"{"weighted" if weighted else ""}{id}" file = FileLoader(rf"..\history\linear_best.jsonl") @@ -243,7 +241,7 @@ model = LinearModel(config) - auroc, f1, fpr, tpr, report, report_dict = test_model(config, linear_test_loader, model, parameter_path=fr"linear\{location}.pth") + auroc, f1, fpr, tpr, report, report_dict = test_model(config, linear_test_loader, 0.5, model, parameter_path=fr"linear\{location}.pth") label = input("model label: ") plt.plot(fpr, tpr, label=f'{label} (AUC=%0.2f)' % auroc, color=f"{COLORS[color]}") @@ -261,13 +259,13 @@ plt.ylabel('True Positive Rate') plt.title(f'ROC Curves') plt.legend() - plt.show() save = input("save? [y/n] ") == "y" if save: name = input("input name: ") plt.savefig(fr"test_results\ROC\{name}.png") + plt.show() else: raise TypeError("Mode not logprob or linear or all") diff --git a/history/linear_best.jsonl b/history/linear_best.jsonl index 75c083e..3dac3e9 100644 --- a/history/linear_best.jsonl +++ b/history/linear_best.jsonl @@ -1,21 +1,3 @@ -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted1", "auroc": 0.6503484616692164, "d_model": 32, "learning_rate": 0.1} -{"precision": 0.7368421052631579, "recall": 0.7567567567567568, "f1-score": 0.7466666666666667, "ID": "weighted2", "auroc": 0.6539180690124087, "d_model": 32, "learning_rate": 0.05} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted3", "auroc": 0.6673465918748939, "d_model": 32, "learning_rate": 0.01} -{"precision": 0.7314814814814815, "recall": 0.7117117117117117, "f1-score": 0.7214611872146118, "ID": "weighted4", "auroc": 0.6659867414584396, "d_model": 32, "learning_rate": 0.005} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted5", "auroc": 0.6598674145843958, "d_model": 32, "learning_rate": 0.001} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted6", "auroc": 0.663437021927588, "d_model": 64, "learning_rate": 0.1} -{"precision": 0.7194244604316546, "recall": 0.9009009009009009, "f1-score": 0.8, "ID": "weighted7", "auroc": 0.6646268910419854, "d_model": 64, "learning_rate": 0.05} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted8", "auroc": 0.6678565357810641, "d_model": 64, "learning_rate": 0.01} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted9", "auroc": 0.6236613972463029, "d_model": 64, "learning_rate": 0.005} -{"precision": 0.6792452830188679, "recall": 0.972972972972973, "f1-score": 0.8, "ID": "weighted10", "auroc": 0.6539180690124087, "d_model": 64, "learning_rate": 0.001} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted11", "auroc": 0.6693863674995751, "d_model": 128, "learning_rate": 0.1} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted12", "auroc": 0.6664966853646099, "d_model": 128, "learning_rate": 0.05} -{"precision": 0.6815286624203821, "recall": 0.963963963963964, "f1-score": 0.7985074626865671, "ID": "weighted13", "auroc": 0.6673465918748939, "d_model": 128, "learning_rate": 0.01} -{"precision": 0.6835443037974683, "recall": 0.972972972972973, "f1-score": 0.8029739776951673, "ID": "weighted15", "auroc": 0.6583375828658848, "d_model": 128, "learning_rate": 0.001} -{"precision": 0.675, "recall": 0.972972972972973, "f1-score": 0.7970479704797048, "ID": "weighted16", "auroc": 0.6564677885432603, "d_model": 256, "learning_rate": 0.1} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted17", "auroc": 0.6656467788543261, "d_model": 256, "learning_rate": 0.05} -{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted18", "auroc": 0.6697263301036886, "d_model": 256, "learning_rate": 0.01} -{"precision": 0.6709677419354839, "recall": 0.9369369369369369, "f1-score": 0.7819548872180451, "ID": "weighted19", "auroc": 0.6413394526602074, "d_model": 256, "learning_rate": 0.005} {"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "1", "auroc": 0.6646268910419854, "d_model": 32, "learning_rate": 0.1} {"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "2", "auroc": 0.6707462179160293, "d_model": 32, "learning_rate": 0.05} {"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "3", "auroc": 0.6522182559918408, "d_model": 32, "learning_rate": 0.01} @@ -36,3 +18,20 @@ {"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "18", "auroc": 0.669386367499575, "d_model": 256, "learning_rate": 0.01} {"precision": 0.6835443037974683, "recall": 0.972972972972973, "f1-score": 0.8029739776951673, "ID": "19", "auroc": 0.6651368349481558, "d_model": 256, "learning_rate": 0.005} {"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "20", "auroc": 0.6644569097399287, "d_model": 256, "learning_rate": 0.001} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted1", "auroc": 0.6077681455039945, "d_model": 32, "learning_rate": 0.1} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted2", "auroc": 0.6274859765425803, "d_model": 32, "learning_rate": 0.05} +{"precision": 0.6708074534161491, "recall": 0.972972972972973, "f1-score": 0.7941176470588235, "ID": "weighted3", "auroc": 0.625871154173041, "d_model": 32, "learning_rate": 0.01} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted4", "auroc": 0.6437191908890022, "d_model": 32, "learning_rate": 0.005} +{"precision": 0.6993006993006993, "recall": 0.9009009009009009, "f1-score": 0.7874015748031497, "ID": "weighted5", "auroc": 0.6197518272989971, "d_model": 32, "learning_rate": 0.001} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted6", "auroc": 0.6507734149243584, "d_model": 64, "learning_rate": 0.1} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted7", "auroc": 0.6413394526602074, "d_model": 64, "learning_rate": 0.05} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted8", "auroc": 0.6277409484956655, "d_model": 64, "learning_rate": 0.01} +{"precision": 0.6792452830188679, "recall": 0.972972972972973, "f1-score": 0.8, "ID": "weighted9", "auroc": 0.6291007989121197, "d_model": 64, "learning_rate": 0.005} +{"precision": 0.6728395061728395, "recall": 0.9819819819819819, "f1-score": 0.7985347985347986, "ID": "weighted10", "auroc": 0.6163522012578616, "d_model": 64, "learning_rate": 0.001} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted11", "auroc": 0.6184769675335713, "d_model": 128, "learning_rate": 0.1} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted12", "auroc": 0.6510283868774435, "d_model": 128, "learning_rate": 0.05} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted14", "auroc": 0.6391296957334693, "d_model": 128, "learning_rate": 0.005} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted15", "auroc": 0.6328403875573687, "d_model": 128, "learning_rate": 0.001} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted16", "auroc": 0.6431242563318036, "d_model": 256, "learning_rate": 0.1} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted18", "auroc": 0.6119326874043856, "d_model": 256, "learning_rate": 0.01} +{"precision": 0.697986577181208, "recall": 0.9369369369369369, "f1-score": 0.8, "ID": "weighted20", "auroc": 0.6073431922488526, "d_model": 256, "learning_rate": 0.001} diff --git a/history/linear_best.txt b/history/linear_best.txt deleted file mode 100644 index fbb6299..0000000 --- a/history/linear_best.txt +++ /dev/null @@ -1,39 +0,0 @@ - -5 - dimension: 32 lr: 0.1 -6 - dimension: 32 lr: 0.05 -7 - dimension: 32 lr: 0.01 -8 - dimension: 32 lr: 0.005 -9 - dimension: 32 lr: 0.001 -10 - dimension: 64 lr: 0.05 -11 - dimension: 64 lr: 0.01 -12 - dimension: 64 lr: 0.005 -13 - dimension: 64 lr: 0.001 -14 - dimension: 128 lr: 0.1 -15 - dimension: 128 lr: 0.05 -16 - dimension: 128 lr: 0.01 -17 - dimension: 128 lr: 0.005 -18 - dimension: 128 lr: 0.001 -19 - dimension: 256 lr: 0.1 -20 - dimension: 256 lr: 0.05 -21 - dimension: 256 lr: 0.01 -22 - dimension: 256 lr: 0.005 -23 - dimension: 256 lr: 0.001 \ No newline at end of file diff --git a/history/linear_history.txt b/history/linear_history.txt index ef7887c..9af2a26 100644 --- a/history/linear_history.txt +++ b/history/linear_history.txt @@ -55,46 +55,6 @@ without weights: dimension: 64 lr: 0.1 auroc: 0.65068842427333 f1: 0.808 with weight -1 - dimension: 32 lr: 0.1 auroc: 0.6566377698453172 f1: 0.8072727272727273 -2 - dimension: 32 lr: 0.05 auroc: 0.6472887982321945 f1: 0.8072727272727273 -3 - dimension: 32 lr: 0.01 auroc: 0.6654767975522693 f1: 0.8072727272727273 -4 - dimension: 32 lr: 0.005 auroc: 0.6406595274519804 f1: 0.8072727272727273 -5 - dimension: 32 lr: 0.001 auroc: 0.6598674145843958 f1: 0.8072727272727273 -6 - dimension: 64 lr: 0.1 auroc: 0.6251912289648138 f1: 0.8072727272727273 -7 - dimension: 64 lr: 0.05 auroc: 0.6588475267720552 f1: 0.8072727272727273 -8 - dimension: 64 lr: 0.01 auroc: 0.6590175080741119 f1: 0.8072727272727273 -9 - dimension: 64 lr: 0.005 auroc: 0.6513683494815571 f1: 0.8072727272727273 -10 - dimension: 64 lr: 0.001 auroc: 0.6481387047424783 f1: 0.8072727272727273 -11 - dimension: 128 lr: 0.1 auroc: 0.37667856535781064 f1: 0.8072727272727273 -12 - dimension: 128 lr: 0.05 auroc: 0.6583375828658848 f1: 0.8072727272727273 -13 - dimension: 128 lr: 0.01 auroc: 0.6534081251062384 f1: 0.8072727272727273 -14 - dimension: 128 lr: 0.005 auroc: 0.6382797892231854 f1: 0.8072727272727273 -15 - dimension: 128 lr: 0.001 auroc: 0.6508584055753868 f1: 0.8072727272727273 -16 - dimension: 256 lr: 0.1 auroc: 0.6636070032296448 f1: 0.8072727272727273 -17 - dimension: 256 lr: 0.05 auroc: 0.6593574706782254 f1: 0.8072727272727273 -18 - dimension: 256 lr: 0.01 auroc: 0.5621281659017507 f1: 0.8072727272727273 -19 - dimension: 256 lr: 0.005 auroc: 0.652898181200068 f1: 0.8072727272727273 -20 - dimension: 256 lr: 0.001 auroc: 0.6608873023967363 f1: 0.8072727272727273 1 dimension: 32 lr: 0.1 auroc: 0.6503484616692164 f1: 0.8072727272727273 2 @@ -174,4 +134,46 @@ with weight 19 dimension: 256 lr: 0.005 auroc: 0.6651368349481558 f1: 0.8029739776951673 20 - dimension: 256 lr: 0.001 auroc: 0.6644569097399287 f1: 0.8072727272727273 \ No newline at end of file + dimension: 256 lr: 0.001 auroc: 0.6644569097399287 f1: 0.8072727272727273 + +with weights 3 MLP: +1 + dimension: 32 lr: 0.1 auroc: 0.6077681455039945 f1: 0.8072727272727273 +2 + dimension: 32 lr: 0.05 auroc: 0.6274859765425803 f1: 0.8072727272727273 +3 + dimension: 32 lr: 0.01 auroc: 0.625871154173041 f1: 0.7941176470588235 +4 + dimension: 32 lr: 0.005 auroc: 0.6437191908890022 f1: 0.8072727272727273 +5 + dimension: 32 lr: 0.001 auroc: 0.6197518272989971 f1: 0.7874015748031497 +6 + dimension: 64 lr: 0.1 auroc: 0.6507734149243584 f1: 0.8072727272727273 +7 + dimension: 64 lr: 0.05 auroc: 0.6413394526602074 f1: 0.8072727272727273 +8 + dimension: 64 lr: 0.01 auroc: 0.6277409484956655 f1: 0.8072727272727273 +9 + dimension: 64 lr: 0.005 auroc: 0.6291007989121197 f1: 0.8 +10 + dimension: 64 lr: 0.001 auroc: 0.6163522012578616 f1: 0.7985347985347986 +11 + dimension: 128 lr: 0.1 auroc: 0.6184769675335713 f1: 0.8072727272727273 +12 + dimension: 128 lr: 0.05 auroc: 0.6510283868774435 f1: 0.8072727272727273 +13 + dimension: 128 lr: 0.01 auroc: 0.5510793812680604 f1: 0.8072727272727273 +14 + dimension: 128 lr: 0.005 auroc: 0.6391296957334693 f1: 0.8072727272727273 +15 + dimension: 128 lr: 0.001 auroc: 0.6328403875573687 f1: 0.8072727272727273 +16 + dimension: 256 lr: 0.1 auroc: 0.6431242563318036 f1: 0.8072727272727273 +17 + dimension: 256 lr: 0.05 auroc: 0.5905150433452321 f1: 0.8072727272727273 +18 + dimension: 256 lr: 0.01 auroc: 0.6119326874043856 f1: 0.8072727272727273 +19 + dimension: 256 lr: 0.005 auroc: 0.584565697773245 f1: 0.8072727272727273 +20 + dimension: 256 lr: 0.001 auroc: 0.6073431922488526 f1: 0.8 \ No newline at end of file diff --git a/history/logprob_best_first_try.txt b/history/logprob_best_first_try.txt deleted file mode 100644 index 5b6619e..0000000 --- a/history/logprob_best_first_try.txt +++ /dev/null @@ -1,10 +0,0 @@ -logprob without weight -logprob with weigh -1 - dimension: 64 lr: 0.005 auroc: 0.612987012987013 f1: 0.6407766990291263 -2 - dimension: 128 lr: 0.005 auroc: 0.6071428571428571 f1: 0.7704918032786885 -3 - dimension: 32 lr: 0.005 CNN channel: 64 auroc: 0.6032467532467531 f1: 0.66 -4 - dimension: 64 lr: 0.0001 CNN channel: 64 auroc: 0.6142857142857142 f1: 0.47368421052631576 \ No newline at end of file diff --git a/models/linear/weighted1.pth b/models/linear/weighted1.pth index 1807b110346fc0dabd530c21306fbd5f100b4ebc..0603229ae9c026f08ba926dc02fe57f5e16580de 100644 GIT binary patch literal 11551 zcmbta2UHYE*Bx?@jAT%k@Xq|E#vBPS0uk-g>X<_N$`a^Ya!GW-!FX8T~E=h8!b3GA1gT z9T{OYG$NE8YLOHh=fRRGX3vttqyQY3woBO;R{Biv)c*^)HF*q;_K z3Xe<(Ek4GZ;jQg0SU^j7 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| Bin 4079 -> 11551 bytes models/linear/10.pth | Bin 5182 -> 25525 bytes models/linear/11.pth | Bin 7294 -> 78005 bytes models/linear/12.pth | Bin 7294 -> 78005 bytes models/linear/13.pth | Bin 7294 -> 0 bytes models/linear/14.pth | Bin 7294 -> 78005 bytes models/linear/15.pth | Bin 7294 -> 78005 bytes models/linear/16.pth | Bin 11390 -> 281333 bytes models/linear/17.pth | Bin 11390 -> 0 bytes models/linear/18.pth | Bin 11390 -> 281333 bytes models/linear/19.pth | Bin 11390 -> 0 bytes models/linear/2.pth | Bin 4079 -> 11551 bytes models/linear/20.pth | Bin 11390 -> 281333 bytes models/linear/3.pth | Bin 4079 -> 11551 bytes models/linear/4.pth | Bin 4079 -> 11551 bytes models/linear/5.pth | Bin 4079 -> 11551 bytes models/linear/6.pth | Bin 5103 -> 25503 bytes models/linear/7.pth | Bin 5103 -> 25503 bytes models/linear/8.pth | Bin 5103 -> 25503 bytes models/linear/9.pth | Bin 5103 -> 25503 bytes models/linear/weighted1.pth | Bin 11551 -> 0 bytes models/linear/weighted10.pth | Bin 25525 -> 0 bytes models/linear/weighted11.pth | Bin 78005 -> 0 bytes models/linear/weighted12.pth | Bin 78005 -> 0 bytes models/linear/weighted14.pth | Bin 78005 -> 0 bytes models/linear/weighted15.pth | Bin 78005 -> 0 bytes models/linear/weighted16.pth | Bin 281333 -> 0 bytes models/linear/weighted18.pth | Bin 281333 -> 0 bytes models/linear/weighted2.pth | Bin 11551 -> 0 bytes models/linear/weighted20.pth | Bin 281333 -> 0 bytes models/linear/weighted3.pth | Bin 11551 -> 0 bytes models/linear/weighted4.pth | Bin 11551 -> 0 bytes models/linear/weighted5.pth | Bin 11551 -> 0 bytes models/linear/weighted6.pth | Bin 25503 -> 0 bytes models/linear/weighted7.pth | Bin 25503 -> 0 bytes models/linear/weighted8.pth | Bin 25503 -> 0 bytes models/linear/weighted9.pth | Bin 25503 -> 0 bytes test_results/ROC/CNN comparison.png | Bin 0 -> 28347 bytes test_results/ROC/weighted hybrid vs MLP .png | Bin 0 -> 30379 bytes .../0.5 threshold linear 3.png | Bin .../0.5 threshold linear distribution.png | Bin test_results/distributions/Figure_2.png | Bin 0 -> 24190 bytes .../hybrid output distribution.png | Bin ...hybrid output without CNN distribution.png | Bin ...ar distribution both threshold extreme.png | Bin 0 -> 24424 bytes ...odel distribution with both thresholds.png | Bin test_results/loss/linear/1.pdf | Bin 0 -> 11370 bytes test_results/loss/linear/10.pdf | Bin 0 -> 12903 bytes test_results/loss/linear/11.pdf | Bin 0 -> 12102 bytes test_results/loss/linear/12.pdf | Bin 0 -> 11576 bytes test_results/loss/linear/14.pdf | Bin 0 -> 12808 bytes test_results/loss/linear/15.pdf | Bin 0 -> 12262 bytes test_results/loss/linear/16.pdf | Bin 0 -> 11858 bytes test_results/loss/linear/18.pdf | Bin 0 -> 11885 bytes test_results/loss/linear/2.pdf | Bin 0 -> 12585 bytes test_results/loss/linear/20.pdf | Bin 0 -> 12512 bytes test_results/loss/linear/3.pdf | Bin 0 -> 12129 bytes test_results/loss/linear/4.pdf | Bin 0 -> 12176 bytes test_results/loss/linear/5.pdf | Bin 0 -> 11904 bytes 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.../loss/linear/{ => linear}/weighted7.pdf | Bin .../loss/linear/{ => linear}/weighted8.pdf | Bin .../loss/linear/{ => linear}/weighted9.pdf | Bin 106 files changed, 96 insertions(+), 59 deletions(-) delete mode 100644 code/test2.py delete mode 100644 models/linear/13.pth delete mode 100644 models/linear/17.pth delete mode 100644 models/linear/19.pth delete mode 100644 models/linear/weighted1.pth delete mode 100644 models/linear/weighted10.pth delete mode 100644 models/linear/weighted11.pth delete mode 100644 models/linear/weighted12.pth delete mode 100644 models/linear/weighted14.pth delete mode 100644 models/linear/weighted15.pth delete mode 100644 models/linear/weighted16.pth delete mode 100644 models/linear/weighted18.pth delete mode 100644 models/linear/weighted2.pth delete mode 100644 models/linear/weighted20.pth delete mode 100644 models/linear/weighted3.pth delete mode 100644 models/linear/weighted4.pth delete mode 100644 models/linear/weighted5.pth delete mode 100644 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test_results/loss/linear/11.pdf create mode 100644 test_results/loss/linear/12.pdf create mode 100644 test_results/loss/linear/14.pdf create mode 100644 test_results/loss/linear/15.pdf create mode 100644 test_results/loss/linear/16.pdf create mode 100644 test_results/loss/linear/18.pdf create mode 100644 test_results/loss/linear/2.pdf create mode 100644 test_results/loss/linear/20.pdf create mode 100644 test_results/loss/linear/3.pdf create mode 100644 test_results/loss/linear/4.pdf create mode 100644 test_results/loss/linear/5.pdf create mode 100644 test_results/loss/linear/6.pdf create mode 100644 test_results/loss/linear/7.pdf create mode 100644 test_results/loss/linear/8.pdf create mode 100644 test_results/loss/linear/9.pdf rename test_results/loss/linear/{ => linear}/linear_1.pdf (100%) rename test_results/loss/linear/{ => linear}/linear_10.pdf (100%) rename test_results/loss/linear/{ => linear}/linear_11.pdf (100%) rename test_results/loss/linear/{ => linear}/linear_12.pdf (100%) 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test_results/loss/linear/{ => linear}/linear_9.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted1.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted10.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted11.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted12.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted13.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted14.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted15.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted16.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted17.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted18.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted19.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted2.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted3.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted4.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted5.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted6.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted7.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted8.pdf (100%) rename test_results/loss/linear/{ => linear}/weighted9.pdf (100%) diff --git a/code/__pycache__/Layers.cpython-314.pyc b/code/__pycache__/Layers.cpython-314.pyc index e5ce9bd401c833c85bc23091092e155943daf787..752dbf6b50bac6d1a637dd6c548f1c361be7ef6a 100644 GIT binary patch delta 887 zcmZ9K%TE(g6vlhoQlKpzI;E6OUqD-uv7mtXS{On@QW1g#0T&{rlu`?QklPlOm|)U` zG(J#zV(Lm+XhOomknY47{{fR~F`DW^qlsZqi;goeO;BG! z-2iKKpWubDk0?M{pI44-H;%%y`d%Z7Z0~!m?K^KTI(kaHx2W|(zo|{NCzr`?$zaW7 zDm*lKfMKF*OYp4aamWGn^9sXz{97!e1khM%7 zDOXO@#Qc0{y37SqsZcx>NyPohV1kCIo24Xc7+NqIb5^(N0$SbRv3|Aj_4(G-)<+8^ zz9n1vQLujyJZ}Zhy00X3WjUC!9rZ4~_7z(Oio+MTts^DfXjbusn3OMNN#&#>m`eRQx1i3TLPWvkc9IO7b6;Xya|`4VY`ME#UBvK!&zo1xyD}zs Sqr}FH=DfHn?#Y;xmi`}l&f$#! delta 1130 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test_results/loss/linear/linear/weighted8.pdf diff --git a/test_results/loss/linear/weighted9.pdf b/test_results/loss/linear/linear/weighted9.pdf similarity index 100% rename from test_results/loss/linear/weighted9.pdf rename to test_results/loss/linear/linear/weighted9.pdf From 9a55b9e61eb395b0bb8c8acccacdc6018ae76814 Mon Sep 17 00:00:00 2001 From: Michael Date: Wed, 22 Apr 2026 16:06:52 +0800 Subject: [PATCH 09/10] change weight --- code/Functions.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code/Functions.py b/code/Functions.py index 2be668e..5f69a14 100644 --- a/code/Functions.py +++ b/code/Functions.py @@ -15,7 +15,7 @@ class LinearConfig: - pos_weight = torch.tensor(1) + pos_weight = torch.tensor(0.65) criterion = nn.BCEWithLogitsLoss(pos_weight=pos_weight) train_p = 0.75 From 43aaadee286a61c6451c40f97167be15e60c2a17 Mon Sep 17 00:00:00 2001 From: Michael Date: Thu, 30 Apr 2026 07:43:34 +0800 Subject: [PATCH 10/10] finish off --- code/Functions.py | 2 +- 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100644 test_results/loss/linear/linear_weighted11.pdf create mode 100644 test_results/loss/linear/linear_weighted12.pdf create mode 100644 test_results/loss/linear/linear_weighted13.pdf create mode 100644 test_results/loss/linear/linear_weighted14.pdf create mode 100644 test_results/loss/linear/linear_weighted15.pdf create mode 100644 test_results/loss/linear/linear_weighted16.pdf create mode 100644 test_results/loss/linear/linear_weighted17.pdf create mode 100644 test_results/loss/linear/linear_weighted19.pdf create mode 100644 test_results/loss/linear/linear_weighted2.pdf create mode 100644 test_results/loss/linear/linear_weighted20.pdf create mode 100644 test_results/loss/linear/linear_weighted3.pdf create mode 100644 test_results/loss/linear/linear_weighted4.pdf create mode 100644 test_results/loss/linear/linear_weighted5.pdf create mode 100644 test_results/loss/linear/linear_weighted6.pdf create mode 100644 test_results/loss/linear/linear_weighted7.pdf create mode 100644 test_results/loss/linear/linear_weighted8.pdf create mode 100644 test_results/loss/linear/linear_weighted9.pdf diff --git a/code/Functions.py b/code/Functions.py index 5f69a14..5ab3660 100644 --- a/code/Functions.py +++ b/code/Functions.py @@ -308,7 +308,7 @@ def test_model(config, test_loader, threshold, model, parameter_path, plot_distr fpr, tpr, thre = roc_curve(y_true, y_pred) auroc = auc(fpr, tpr) - y_pred = [0 if result < threshold else 1 for result in y_pred] + y_pred = [0 if result < (threshold if threshold != -1 else 0.5) else 1 for result in y_pred] f1 = f1_score(y_true, y_pred) report = classification_report(y_true, y_pred, zero_division=0) report_dict = classification_report(y_true, y_pred, output_dict=True, zero_division=0) diff --git a/code/__pycache__/Functions.cpython-314.pyc b/code/__pycache__/Functions.cpython-314.pyc index d883f98c923a73224552be0c145efabc02e2fcd8..bee1423e85633cd4a49cf75ad92d742ef761b447 100644 GIT binary patch delta 285 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[y/n] ") == "y" # calculate f1 score and auroc score - threshold = calculate_threshold(model, config, logprob_val_loader) auroc, f1, fpr, tpr, report, report_dict = test_model( config, logprob_test_loader, - threshold, + calculate_threshold(model, config, logprob_val_loader) if cal_thresh else -1, model, parameter_path=fr"logprob\{location}.pth", plot_distribution=plot_distribution @@ -64,7 +64,6 @@ print(report) - print(f"threshold: {threshold}") print(f"auroc score: {auroc}") if plot_distribution: @@ -127,19 +126,18 @@ plot_distribution = input("Plot model distribution: [y/n]") == "y" + cal_thresh = input("Calculate threshold? [y/n] ") == "y" - threshold = calculate_threshold(model, config, linear_val_loader) auroc, f1, fpr, tpr, report, report_dict = test_model( config, linear_test_loader, - threshold, + calculate_threshold(model, config, logprob_val_loader) if cal_thresh else -1, model, parameter_path=fr"linear\{location}.pth", plot_distribution=plot_distribution ) print(report) - print(f"threshold: {threshold}") print(f"auroc score: {auroc}") if plot_distribution: diff --git a/group_table.png b/group_table.png new file mode 100644 index 0000000000000000000000000000000000000000..4b2ee40118c5b22b3c04833d2af30d051768d479 GIT binary patch literal 79119 zcmeFa2UJsew>})lVR+S1#zGM(R#2*l^rkZcqu7;Rf$5ke241`?A0KBzPEefNLYz292*Tlc;1%~@+^7!4=qJiqlqw1<{oT z`QsP9;2nK|mw(vD`p3DDU&HU<3lII8eDauxPjnzH+NdR&_YVQ-apq9LlI8`k5S4UQ zirILAkE~;9|1^B_`mxvL-P-Z5|6}v5;MX7JenIXOIZm8Sh6`Fhe%J{hd_L;`rxfP)EgQG*R#7zx&Gym26LZsuZQ-7+Oi14@us` zJfXDo^dw)YfBRcMz$dFO)C#a!6ZiuwIs7bNFW-eey@-)`)KOj=NfhIg&^M^j`ay1# 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{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "16", "auroc": 0.6431242563318036, "d_model": 256, "learning_rate": 0.1} {"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "18", "auroc": 0.6119326874043856, "d_model": 256, "learning_rate": 0.01} {"precision": 0.697986577181208, "recall": 0.9369369369369369, "f1-score": 0.8, "ID": "20", "auroc": 0.6073431922488526, "d_model": 256, "learning_rate": 0.001} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted1", "auroc": 0.6116777154513005, "d_model": 32, "learning_rate": 0.1} +{"precision": 0.7317073170731707, "recall": 0.8108108108108109, "f1-score": 0.7692307692307693, "ID": "weighted2", "auroc": 0.635985041645419, "d_model": 32, "learning_rate": 0.05} +{"precision": 0.7155172413793104, "recall": 0.7477477477477478, "f1-score": 0.7312775330396476, "ID": "weighted3", "auroc": 0.6325004249532551, "d_model": 32, "learning_rate": 0.01} +{"precision": 0.7107438016528925, "recall": 0.7747747747747747, "f1-score": 0.7413793103448276, "ID": "weighted4", "auroc": 0.6364099949005609, "d_model": 32, "learning_rate": 0.005} +{"precision": 0.711864406779661, "recall": 0.7567567567567568, "f1-score": 0.7336244541484717, "ID": "weighted5", "auroc": 0.6015638279789224, "d_model": 32, "learning_rate": 0.001} +{"precision": 0.7121212121212122, "recall": 0.8468468468468469, "f1-score": 0.7736625514403292, "ID": "weighted6", "auroc": 0.6010538840727521, "d_model": 64, "learning_rate": 0.1} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted7", "auroc": 0.6510283868774435, "d_model": 64, "learning_rate": 0.05} +{"precision": 0.6986301369863014, "recall": 0.918918918918919, "f1-score": 0.7937743190661478, "ID": "weighted8", "auroc": 0.6163522012578616, "d_model": 64, "learning_rate": 0.01} +{"precision": 0.6754966887417219, "recall": 0.918918918918919, "f1-score": 0.7786259541984732, "ID": "weighted9", "auroc": 0.6353901070882203, "d_model": 64, "learning_rate": 0.005} +{"precision": 0.7314814814814815, "recall": 0.7117117117117117, "f1-score": 0.7214611872146118, "ID": "weighted10", "auroc": 0.6569777324494306, "d_model": 64, "learning_rate": 0.001} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted11", "auroc": 0.6376848546659867, "d_model": 128, "learning_rate": 0.1} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted12", "auroc": 0.6653068162502125, "d_model": 128, "learning_rate": 0.05} +{"precision": 0.7378640776699029, "recall": 0.6846846846846847, "f1-score": 0.7102803738317757, "ID": "weighted13", "auroc": 0.6664966853646098, "d_model": 128, "learning_rate": 0.01} +{"precision": 0.6708074534161491, "recall": 0.972972972972973, "f1-score": 0.7941176470588235, "ID": "weighted14", "auroc": 0.6289308176100629, "d_model": 128, "learning_rate": 0.005} +{"precision": 0.7232142857142857, "recall": 0.7297297297297297, "f1-score": 0.726457399103139, "ID": "weighted15", "auroc": 0.667176610572837, "d_model": 128, "learning_rate": 0.001} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted16", "auroc": 0.6567227604963455, "d_model": 256, "learning_rate": 0.1} +{"precision": 0.676829268292683, "recall": 1.0, "f1-score": 0.8072727272727273, "ID": "weighted17", "auroc": 0.6299507054224036, "d_model": 256, "learning_rate": 0.05} +{"precision": 0.6923076923076923, "recall": 0.8918918918918919, "f1-score": 0.7795275590551181, "ID": "weighted19", "auroc": 0.610742818289988, "d_model": 256, "learning_rate": 0.005} +{"precision": 0.697841726618705, "recall": 0.8738738738738738, "f1-score": 0.776, "ID": "weighted20", "auroc": 0.6440591534931158, "d_model": 256, "learning_rate": 0.001} diff --git a/history/linear_history.txt b/history/linear_history.txt index 9af2a26..bdb1dee 100644 --- a/history/linear_history.txt +++ b/history/linear_history.txt @@ -176,4 +176,44 @@ with weights 3 MLP: 19 dimension: 256 lr: 0.005 auroc: 0.584565697773245 f1: 0.8072727272727273 20 - dimension: 256 lr: 0.001 auroc: 0.6073431922488526 f1: 0.8 \ No newline at end of file + dimension: 256 lr: 0.001 auroc: 0.6073431922488526 f1: 0.8 +1 + dimension: 32 lr: 0.1 auroc: 0.6116777154513005 f1: 0.8072727272727273 +2 + dimension: 32 lr: 0.05 auroc: 0.635985041645419 f1: 0.7692307692307693 +3 + dimension: 32 lr: 0.01 auroc: 0.6325004249532551 f1: 0.7312775330396476 +4 + dimension: 32 lr: 0.005 auroc: 0.6364099949005609 f1: 0.7413793103448276 +5 + dimension: 32 lr: 0.001 auroc: 0.6015638279789224 f1: 0.7336244541484717 +6 + dimension: 64 lr: 0.1 auroc: 0.6010538840727521 f1: 0.7736625514403292 +7 + dimension: 64 lr: 0.05 auroc: 0.6510283868774435 f1: 0.8072727272727273 +8 + dimension: 64 lr: 0.01 auroc: 0.6163522012578616 f1: 0.7937743190661478 +9 + dimension: 64 lr: 0.005 auroc: 0.6353901070882203 f1: 0.7786259541984732 +10 + dimension: 64 lr: 0.001 auroc: 0.6569777324494306 f1: 0.7214611872146118 +11 + dimension: 128 lr: 0.1 auroc: 0.6376848546659867 f1: 0.8072727272727273 +12 + dimension: 128 lr: 0.05 auroc: 0.6653068162502125 f1: 0.8072727272727273 +13 + dimension: 128 lr: 0.01 auroc: 0.6664966853646098 f1: 0.7102803738317757 +14 + dimension: 128 lr: 0.005 auroc: 0.6289308176100629 f1: 0.7941176470588235 +15 + dimension: 128 lr: 0.001 auroc: 0.667176610572837 f1: 0.726457399103139 +16 + dimension: 256 lr: 0.1 auroc: 0.6567227604963455 f1: 0.8072727272727273 +17 + dimension: 256 lr: 0.05 auroc: 0.6299507054224036 f1: 0.8072727272727273 +18 + dimension: 256 lr: 0.01 auroc: 0.5986741458439571 f1: 0.7871485943775101 +19 + dimension: 256 lr: 0.005 auroc: 0.610742818289988 f1: 0.7795275590551181 +20 + dimension: 256 lr: 0.001 auroc: 0.6440591534931158 f1: 0.776 \ No newline at end of file diff --git a/models/linear/weighted1.pth b/models/linear/weighted1.pth new 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