miml.classifier.mimlTOmi.miml_to_mi_lp_classifier.MIMLtoMILPClassifier

miml.classifier.mimlTOmi.miml_to_mi_lp_classifier.MIMLtoMILPClassifier#

class miml.classifier.mimlTOmi.miml_to_mi_lp_classifier.MIMLtoMILPClassifier(mi_classifier)#

Class to represent a multi-instance classifier using a label powerset transformation

__init__(mi_classifier) None#

Constructor of the class MIMLtoMILPClassifier

Parameters#

mi_classifier

Specific classifier to be used

Methods

__init__(mi_classifier)

Constructor of the class MIMLtoMILPClassifier

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