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