Module: classification

Module: name

Overview

This modules provides an

The class_name is used to...

Classes relations

Classes and Inheritance Structure

Summary

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Module API

class Classifier(cls, par_grid_dict=None)

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()

classmethod GB_cls()

classmethod LDA_cls()

classmethod RFC_cls()

classmethod SVC_linear_cls()

classmethod SVC_rbf_cls()

dim_reduction(train, valid=None, n_components=100)

do_learning_curve(train, cv)

eval_best_K_features(features, k=None)

grid_search(train, cv, par_grid_dict=None)

rec_feat_rem(train, estimator, filter=True, step=1, test=None)

rec_feat_rem_cv(train, cv, filter=True, test=None, scoring='accuracy')

std_features(train, test=None)