Classes and Methods for Training and Using Binary Prediction Models
Feature Filtering
Class "FittedModel"
Creating FittedModel objects
Learning models from data
Fit models and make predictions with a PCA-LR classifier
Fit models and make predictions with a KNN classifier
Fit models and make predictions with a logistic regression classifier
Fit models and make predictions with a PCA-LR classifier
Fit models and make predictions with a multi-level neural network clas...
Fit models and make predictions with a PCA-LR classifier
Fit models and make predictions with a PCA-LR classifier
Fit models and make predictions with a PCA-LR classifier
Fit models and make predictions with a PCA-LR classifier
Fit models and make predictions with a PCA-LR classifier
Fit models and make predictions with a PCA-LR classifier
Class "Modeler"
Constructor for "Modeler" objects
Feature Selection
Defines classes and methods to learn models and use them to predict binary outcomes. These are generic tools, but we also include specific examples for many common classifiers.