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#

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