miml.classifier.mimlTOml.miml_to_ml_classifier.MIMLtoMLClassifier#
- class miml.classifier.mimlTOml.miml_to_ml_classifier.MIMLtoMLClassifier(ml_classifier, transformation: MIMLtoMLTransformation)#
- __init__(ml_classifier, transformation: MIMLtoMLTransformation) None#
Constructor of the class MIMLtoMIClassifier
Parameters#
- ml_classifier
Specific classifier to be used
- transformationMIMLtoMLTransformation
Transformation to be used
Methods
__init__(ml_classifier, transformation)Constructor of the class MIMLtoMIClassifier
evaluate(dataset_test)Evaluate the model on a test dataset
fit(dataset_train)Training the classifier
fit_internal(dataset_train)Training the classifier
predict(x)Predict labels of given data
predict_bag(bag)Predict labels of a given bag
predict_proba(dataset_test)Predict probabilities of given dataset of having a positive label