Code for paper «Analysis Of Modified Fuzzy Membership Models Behavior in Solving Binary Classification Problem»
Binary classification problems under uncertainty conditions of a decision boundary for a given data set
Fuzzy membership function's approximation algorithms in Fuzzy Membership Model (FMM)
/ulib
:
modelling
: methods to create ml and dl modelspipelines
: pipeline classes to fit-predict ml and dl models in FMM context
plotting
: methods to plot decision boundariesexperiments
: classes that implement FMM algorithm with given models
./Experiments.ipynb
: Experimental environment on 3 datasets