Module: classification

Module: name

Overview

This modules provides an

The class_name is used to...

Classes relations

api/classes_rel_pkg.sub_pkg.modname.png

Classes and Inheritance Structure

Summary

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Module API

class Classifier(cls, par_grid_dict=None)[source]

Bases: object

Methods

AB_cls()
GB_cls()
LDA_cls()
RFC_cls()
SVC_linear_cls()
SVC_rbf_cls()
dim_reduction(train[, valid, n_components])
do_learning_curve(train, cv)
eval_best_K_features(features[, k])
grid_search(train, cv[, par_grid_dict])
rec_feat_rem(train, estimator[, filter, ...])
rec_feat_rem_cv(train, cv[, filter, test, ...])
std_features(train[, test])
classmethod AB_cls()[source]
classmethod GB_cls()[source]
classmethod LDA_cls()[source]
classmethod RFC_cls()[source]
classmethod SVC_linear_cls()[source]
classmethod SVC_rbf_cls()[source]
dim_reduction(train, valid=None, n_components=100)[source]
do_learning_curve(train, cv)[source]
eval_best_K_features(features, k=None)[source]
rec_feat_rem(train, estimator, filter=True, step=1, test=None)[source]
rec_feat_rem_cv(train, cv, filter=True, test=None, scoring='accuracy')[source]
std_features(train, test=None)[source]