Modified-Fuzzy-Membership-Models

Code for paper «Analysis Of Modified Fuzzy Membership Models Behavior in Solving Binary Classification Problem»

Study field

Binary classification problems under uncertainty conditions of a decision boundary for a given data set

Subject of study

Fuzzy membership function's approximation algorithms in Fuzzy Membership Model (FMM)

Code structure

/ulib:

• modelling: methods to create ml and dl models
• pipelines: pipeline classes to fit-predict ml and dl models in FMM context

• plotting: methods to plot decision boundaries
• experiments: classes that implement FMM algorithm with given models

./Experiments.ipynb: Experimental environment on 3 datasets