Generalized Linear Models#
This page contains links to abess.linear module and its functions.
It is used for GLM problem.
- LinearRegression
- LogisticRegression
LogisticRegressionLogisticRegression.coef_LogisticRegression.intercept_LogisticRegression.train_loss_LogisticRegression.eval_loss_LogisticRegression.__init__()LogisticRegression.predict_proba()LogisticRegression.predict()LogisticRegression.score()LogisticRegression.fit()LogisticRegression.get_params()LogisticRegression.set_params()LogisticRegression.__new__()
- PoissonRegression
- CoxPHSurvivalAnalysis
CoxPHSurvivalAnalysisCoxPHSurvivalAnalysis.coef_CoxPHSurvivalAnalysis.intercept_CoxPHSurvivalAnalysis.train_loss_CoxPHSurvivalAnalysis.eval_loss_CoxPHSurvivalAnalysis.__init__()CoxPHSurvivalAnalysis.predict()CoxPHSurvivalAnalysis.score()CoxPHSurvivalAnalysis.predict_survival_function()CoxPHSurvivalAnalysis.fit()CoxPHSurvivalAnalysis.get_params()CoxPHSurvivalAnalysis.set_params()CoxPHSurvivalAnalysis.__new__()
- MultiTaskRegression
MultiTaskRegressionMultiTaskRegression.intercept_MultiTaskRegression.train_loss_MultiTaskRegression.eval_loss_MultiTaskRegression.__init__()MultiTaskRegression.predict()MultiTaskRegression.score()MultiTaskRegression.fit()MultiTaskRegression.get_params()MultiTaskRegression.set_params()MultiTaskRegression.__new__()
- MultinomialRegression
MultinomialRegressionMultinomialRegression.coef_MultinomialRegression.intercept_MultinomialRegression.train_loss_MultinomialRegression.eval_loss_MultinomialRegression.__init__()MultinomialRegression.predict_proba()MultinomialRegression.predict()MultinomialRegression.score()MultinomialRegression.fit()MultinomialRegression.get_params()MultinomialRegression.set_params()MultinomialRegression.__new__()
- GammaRegression
- OrdinalRegression