miml.classifier.mimlTOml.miml_to_ml_classifier.MIMLtoMLClassifier

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