Package mvpa :: Package clfs :: Module base

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# Module base

source code

Base class for all classifiers.

At the moment, regressions are treated just as a special case of classifier (or vise verse), so the same base class Classifier is utilized for both kinds.

Classes | [hide private]

| LearnerError Base class for exceptions thrown by the learners (classifiers, regressions)
| DegenerateInputError Exception to be thrown by learners if input data is bogus, i.e. no features or samples
| FailedToTrainError Exception to be thrown whenever classifier fails to learn for some reason
| FailedToPredictError Exception to be thrown whenever classifier fails to provide predictions. Usually happens if it was trained on degenerate data but without any complaints.
| Classifier Abstract classifier class to be inherited by all classifiers

Imports: N, deepcopy, time, idhash, StateVariable, ClassWithCollections, Parameter, ConfusionMatrix, RegressionStatistics, warning, debug