Index A | B | C | E | F | G | I | L | N | O | P | R | S | T | V | W A AIC (trainstation.CrossValidationEstimator property) (trainstation.Optimizer property) ARDR Automatic relevance determination regression B Bibliography BIC (trainstation.CrossValidationEstimator property) (trainstation.Optimizer property) bootstrap (trainstation.EnsembleOptimizer property) C Class reference CrossValidationEstimator EnsembleOptimizer Optimizer compressive sensing Credits cross validation CrossValidationEstimator (class in trainstation) CV E ensemble_size (trainstation.EnsembleOptimizer property) EnsembleOptimizer (class in trainstation) error_matrix (trainstation.EnsembleOptimizer property) F fit_method (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) G get_contributions() (trainstation.CrossValidationEstimator method) (trainstation.EnsembleOptimizer method) (trainstation.Optimizer method) Glossary I Installation L LASSO Lasso Least-squares ordinary least-squares; OLS N n_nonzero_parameters (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) n_nonzero_parameters_splits (trainstation.CrossValidationEstimator property) n_parameters (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) n_splits (trainstation.CrossValidationEstimator property) n_target_values (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) O OLS Optimizer (class in trainstation) P parameters (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) parameters_norm (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) parameters_splits (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) parameters_std (trainstation.EnsembleOptimizer property) predict() (trainstation.EnsembleOptimizer method) R R2_validation (trainstation.CrossValidationEstimator property) Recursive feature elimination regularization regularized least-squares RLS RFE Ridge regression Elastic net; Bayesian ridge regression RMSE rmse_test (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) rmse_test_splits (trainstation.EnsembleOptimizer property) rmse_train (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) rmse_train_final (trainstation.CrossValidationEstimator property) rmse_train_splits (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) rmse_validation (trainstation.CrossValidationEstimator property) rmse_validation_splits (trainstation.CrossValidationEstimator property) S scatter_data_test (trainstation.Optimizer attribute) scatter_data_train (trainstation.CrossValidationEstimator attribute) (trainstation.Optimizer attribute) scatter_data_validation (trainstation.CrossValidationEstimator attribute) seed (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) split-Bregman standardize (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) summary (trainstation.CrossValidationEstimator property) (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) T test_fraction (trainstation.Optimizer property) test_set (trainstation.Optimizer property) test_size (trainstation.Optimizer property) train() (trainstation.CrossValidationEstimator method) (trainstation.EnsembleOptimizer method) (trainstation.Optimizer method) train_fraction (trainstation.Optimizer property) train_set (trainstation.Optimizer property) train_size (trainstation.EnsembleOptimizer property) (trainstation.Optimizer property) V validate() (trainstation.CrossValidationEstimator method) validation_method (trainstation.CrossValidationEstimator property) W write_summary() (trainstation.CrossValidationEstimator method) (trainstation.EnsembleOptimizer method) (trainstation.Optimizer method)
