diff --git a/.github/workflows/labeler-train.yml b/.github/workflows/labeler-train.yml
index 5e81e2c..50277a1 100644
--- a/.github/workflows/labeler-train.yml
+++ b/.github/workflows/labeler-train.yml
@@ -1,19 +1,19 @@
-# Train the Issues, Discussions, and Pull Requests models for label prediction
+# Train the Issues, Pull Requests, and Discussions models for label prediction
 name: "Labeler: Training"
 
 on:
   workflow_dispatch:
     inputs:
       type:
-        description: "Issues, Discussions, or Pull Requests"
+        description: "Issues, Pull Requests, or Discussions"
         type: choice
         required: true
         default: "All"
         options:
           - "All"
           - "Issues"
-          - "Discussions"
           - "Pull Requests"
+          - "Discussions"
 
       steps:
         description: "Training Steps"
diff --git a/IssueLabeler/src/Tester/Tester.cs b/IssueLabeler/src/Tester/Tester.cs
index 1c1a1c8..ef1b3b2 100644
--- a/IssueLabeler/src/Tester/Tester.cs
+++ b/IssueLabeler/src/Tester/Tester.cs
@@ -85,7 +85,7 @@
             "**No Existing Label**: A prediction was made, but there was no existing label. Incorrect prediction."
         ]);
         summary.AddNewLine();
-        summary.AddAlert($"If the **Matches** percentage is **at least 65%** and the **Mismatches** percentage is **less than 10%**, the model testing is considered favorable.", AlertType.Tip);
+        summary.AddAlert($"If the **Matches** percentage is **at least 65%** and the **Mismatches** percentage is **less than 15%**, the model testing is considered favorable.", AlertType.Tip);
     });
 }
 
diff --git a/download/action.yml b/download/action.yml
index 60684c3..8b08c85 100644
--- a/download/action.yml
+++ b/download/action.yml
@@ -1,5 +1,5 @@
 name: "Download Data"
-description: "Download GitHub issues, discussions, or pull requests and cache the data."
+description: "Download GitHub issues, pull requests, or discussions and cache the data."
 
 branding:
   color: "purple"
@@ -7,7 +7,7 @@ branding:
 
 inputs:
   type:
-    description: "The type of data to download. Must be 'issues', 'discussions', or 'pulls'."
+    description: "The type of data to download. Must be 'issues', 'pulls', or 'discussions'."
     required: true
   label_prefix:
     description: "The label prefix to be used for model training. Must end in a non-alphanumeric character."
@@ -34,10 +34,10 @@ runs:
     - name: "Validate inputs and set cache variables"
       shell: bash
       run: |
-        if [[ "${{ inputs.type }}" != "issues" && "${{ inputs.type }}" != "discussions" && "${{ inputs.type }}" != "pulls" ]]; then
-          echo "::error::'type' must be one of 'issues', 'discussions', or 'pulls'. Value provided: '${{ inputs.type }}'"
+        if [[ "${{ inputs.type }}" != "issues" && "${{ inputs.type }}" != "pulls" && "${{ inputs.type }}" != "discussions" ]]; then
+          echo "::error::'type' must be one of 'issues', 'pulls', or 'discussions'. Value provided: '${{ inputs.type }}'"
           echo "> [!CAUTION]" >> $GITHUB_STEP_SUMMARY
-          echo "\`type\` must be one of 'issues', 'discussions', or 'pulls'." >> $GITHUB_STEP_SUMMARY
+          echo "\`type\` must be one of 'issues', 'pulls', or 'discussions'." >> $GITHUB_STEP_SUMMARY
           exit 1
         fi
 
@@ -94,5 +94,5 @@ runs:
       shell: bash
       run: |
         echo "" >> $GITHUB_STEP_SUMMARY
-        echo "## ${{ inputs.type == 'issues' && 'Issues' || inputs.type == 'discussions' && 'Discussions' || 'Pull Requests' }} Data Available as '${{ inputs.cache_key }}'" >> $GITHUB_STEP_SUMMARY
+        echo "## ${{ inputs.type == 'issues' && 'Issues' || inputs.type == 'pulls' && 'Pull Requests' || 'Discussions' }} Data Available as '${{ inputs.cache_key }}'" >> $GITHUB_STEP_SUMMARY
         echo "The '${{ inputs.cache_key }}' data is saved to cache and available for training a model." >> $GITHUB_STEP_SUMMARY
diff --git a/restore/action.yml b/restore/action.yml
index a358d0d..0e6e196 100644
--- a/restore/action.yml
+++ b/restore/action.yml
@@ -3,7 +3,7 @@ description: "Restore a model from cache for label prediction or cache retention
 
 inputs:
   type:
-    description: "The model to restore. Must be 'issues', 'discussions', or 'pulls'. Each type restores its own cached model file."
+    description: "The model to restore. Must be 'issues', 'pulls', or 'discussions'. Each type restores its own cached model file."
     required: true
 
   cache_key:
@@ -33,10 +33,10 @@ runs:
     - name: "Validate Inputs"
       shell: bash
       run: |
-        if [[ "${{ inputs.type }}" != "issues" && "${{ inputs.type }}" != "discussions" && "${{ inputs.type }}" != "pulls" ]]; then
-          echo "::error::'type' must be 'issues', 'discussions', or 'pulls'. Value provided: '${{ inputs.type }}'."
+        if [[ "${{ inputs.type }}" != "issues" && "${{ inputs.type }}" != "pulls" && "${{ inputs.type }}" != "discussions" ]]; then
+          echo "::error::'type' must be 'issues', 'pulls', or 'discussions'. Value provided: '${{ inputs.type }}'."
           echo "> [!CAUTION]" >> $GITHUB_STEP_SUMMARY
-          echo "\`type\` must be 'issues', 'discussions', or 'pulls'." >> $GITHUB_STEP_SUMMARY
+          echo "\`type\` must be 'issues', 'pulls', or 'discussions'." >> $GITHUB_STEP_SUMMARY
           exit 1
         fi
 
@@ -54,10 +54,10 @@ runs:
       run: |
         if [[ "${{ steps.restore-cache.outputs.cache-hit }}" == "true" ]]; then
           echo "> [!NOTE]" >> $GITHUB_STEP_SUMMARY
-          echo "> The ${{ inputs.type == 'issues' && 'Issues' || inputs.type == 'discussions' && 'Discussions' || 'Pull Requests' }} model was successfully restored from cache." >> $GITHUB_STEP_SUMMARY
+          echo "> The ${{ inputs.type == 'issues' && 'Issues' || inputs.type == 'pulls' && 'Pull Requests' || 'Discussions' }} model was successfully restored from cache." >> $GITHUB_STEP_SUMMARY
         else
           echo "> [!CAUTION]" >> $GITHUB_STEP_SUMMARY
-          echo "> The ${{ inputs.type == 'issues' && 'Issues' || inputs.type == 'discussions' && 'Discussions' || 'Pull Requests' }} model was not restored from cache. Label prediction cannot proceed." >> $GITHUB_STEP_SUMMARY
+          echo "> The ${{ inputs.type == 'issues' && 'Issues' || inputs.type == 'pulls' && 'Pull Requests' || 'Discussions' }} model was not restored from cache. Label prediction cannot proceed." >> $GITHUB_STEP_SUMMARY
 
           if [[ "${{ inputs.fail-on-cache-miss }}" != "true" ]]; then
             echo "> The workflow is gracefully exiting without failure." >> $GITHUB_STEP_SUMMARY
diff --git a/test/action.yml b/test/action.yml
index 5251944..3b296f5 100644
--- a/test/action.yml
+++ b/test/action.yml
@@ -1,5 +1,5 @@
 name: "Test Model"
-description: "Test predictions against the Issues, Discussions, and/or Pull Requests model by downloading data and comparing predictions against existing labels."
+description: "Test predictions against the Issues, Pull Requests, and/or Discussions model by downloading data and comparing predictions against existing labels."
 
 branding:
   color: "purple"
@@ -7,7 +7,7 @@ branding:
 
 inputs:
   type:
-    description: "The model to test. Must be 'issues', 'discussions', or 'pulls'. Discussions use the issues model path."
+    description: "The model to test. Must be 'issues', 'pulls', or 'discussions'. Discussions use the issues model path."
     required: true
   label_prefix:
     description: "The label prefix to use for model training. Must end with a non-alphanumeric character."
@@ -39,10 +39,10 @@ runs:
     - name: "Validate Inputs"
       shell: bash
       run: |
-        if [[ "${{ inputs.type }}" != "issues" && "${{ inputs.type }}" != "discussions" && "${{ inputs.type }}" != "pulls" ]]; then
-          echo "::error::'type' must be 'issues', 'discussions', or 'pulls'. Value provided: '${{ inputs.type }}'."
+        if [[ "${{ inputs.type }}" != "issues" && "${{ inputs.type }}" != "pulls" && "${{ inputs.type }}" != "discussions" ]]; then
+          echo "::error::'type' must be 'issues', 'pulls', or 'discussions'. Value provided: '${{ inputs.type }}'."
           echo "> [!CAUTION]" >> $GITHUB_STEP_SUMMARY
-          echo "\`type\` must be 'issues', 'discussions', or 'pulls'." >> $GITHUB_STEP_SUMMARY
+          echo "\`type\` must be 'issues', 'pulls', or 'discussions'." >> $GITHUB_STEP_SUMMARY
           exit 1
         fi
 
diff --git a/train/action.yml b/train/action.yml
index 87d08e8..7fe5f9e 100644
--- a/train/action.yml
+++ b/train/action.yml
@@ -1,9 +1,9 @@
 name: "Train Model"
-description: "Train the Issues, Discussions, or Pull Requests model for label prediction. Each type writes its own cached model file."
+description: "Train the Issues, Pull Requests, or Discussions model for label prediction. Each type writes its own cached model file."
 
 inputs:
   type:
-    description: "The model to train. Must be 'issues', 'discussions', or 'pulls'."
+    description: "The model to train. Must be 'issues', 'pulls', or 'discussions'."
     required: true
   data_cache_key:
     description: "The cache key suffix to use for the downloaded data. Defaults to 'staged'."
@@ -22,10 +22,10 @@ runs:
     - name: "Validate Inputs"
       shell: bash
       run: |
-        if [[ "${{ inputs.type }}" != "issues" && "${{ inputs.type }}" != "discussions" && "${{ inputs.type }}" != "pulls" ]]; then
-          echo "::error::'type' must be 'issues', 'discussions', or 'pulls'. Value provided: '${{ inputs.type }}'."
+        if [[ "${{ inputs.type }}" != "issues" && "${{ inputs.type }}" != "pulls" && "${{ inputs.type }}" != "discussions" ]]; then
+          echo "::error::'type' must be 'issues', 'pulls', or 'discussions'. Value provided: '${{ inputs.type }}'."
           echo "> [!CAUTION]" >> $GITHUB_STEP_SUMMARY
-          echo "\`type\` must be 'issues', 'discussions', or 'pulls'." >> $GITHUB_STEP_SUMMARY
+          echo "\`type\` must be 'issues', 'pulls', or 'discussions'." >> $GITHUB_STEP_SUMMARY
           exit 1
         fi
 
@@ -92,7 +92,7 @@ runs:
       shell: bash
       run: |
         echo "" >> $GITHUB_STEP_SUMMARY
-        echo "## ${{ inputs.type == 'issues' && 'Issues' || inputs.type == 'discussions' && 'Discussions' || 'Pull Requests' }} Model Available as '${{ inputs.model_cache_key }}'." >> $GITHUB_STEP_SUMMARY
+        echo "## ${{ inputs.type == 'issues' && 'Issues' || inputs.type == 'pulls' && 'Pull Requests' || 'Discussions' }} Model Available as '${{ inputs.model_cache_key }}'." >> $GITHUB_STEP_SUMMARY
 
         if [[ "${{ inputs.model_cache_key }}" == "ACTIVE" ]]; then
           echo "Label predictions will now use this model." >> $GITHUB_STEP_SUMMARY