Module: Rumale::LinearModel

Defined in:

rumale-linear_model/lib/rumale/linear_model/version.rb,
rumale-linear_model/lib/rumale/linear_model/svc.rb,
rumale-linear_model/lib/rumale/linear_model/svr.rb,
rumale-linear_model/lib/rumale/linear_model/nnls.rb,
rumale-linear_model/lib/rumale/linear_model/lasso.rb,
rumale-linear_model/lib/rumale/linear_model/ridge.rb,
rumale-linear_model/lib/rumale/linear_model/elastic_net.rb,
rumale-linear_model/lib/rumale/linear_model/sgd_estimator.rb,
rumale-linear_model/lib/rumale/linear_model/sgd_regressor.rb,
rumale-linear_model/lib/rumale/linear_model/base_estimator.rb,
rumale-linear_model/lib/rumale/linear_model/sgd_classifier.rb,
rumale-linear_model/lib/rumale/linear_model/linear_regression.rb,
rumale-linear_model/lib/rumale/linear_model/logistic_regression.rb

Overview

This module consists of the classes that implement generalized linear models.

Defined Under Namespace

Classes: BaseEstimator, ElasticNet, Lasso, LinearRegression, LogisticRegression, NNLS, Ridge, SGDClassifier, SGDEstimator, SGDRegressor, SVC, SVR