The package contains:

lump-rbf.py -Application with Sample Lumping transformations and Radial Basis Functions Collocation Prediction Method
metrics_classifier_statsmodels.py --Metrics to evaluate the performance of classification models
simulation_statsmodels.py -- the core of computational program 
tools.py -Tools that aid to computation and simulation 
LumpedSampleCollocation.mp4 Computational Tools to predict binary classification on three datasets:Pima, Sonar and Ionosphere