| add_or_update_state(const std::map< std::string, variant_type > &dict) | turi::ml_model_base | |
| api_classify(gl_sframe data, std::string missing_value_action, std::string output_type) | turi::supervised::supervised_learning_model_base | |
| api_evaluate(gl_sframe data, std::string missing_value_action, std::string metric, gl_sarray predictions=gl_sarray(), bool with_prediction=false) | turi::supervised::supervised_learning_model_base | |
| api_extract_features(gl_sframe data, std::string missing_value_action) | turi::supervised::supervised_learning_model_base | |
| api_predict(gl_sframe data, std::string missing_value_action, std::string output_type) | turi::supervised::supervised_learning_model_base | |
| api_predict_topk(gl_sframe data, std::string missing_value_action, std::string output_type, size_t topk=5) | turi::supervised::supervised_learning_model_base | |
| api_train(gl_sframe data, const std::string &target, const variant_type &validation_data, const std::map< std::string, flexible_type > &_options) | turi::supervised::supervised_learning_model_base | |
| call_function(const std::string &function, variant_map_type argument) | turi::model_base | |
| classify(const ml_data &test_data, const std::string &output_type="") | turi::supervised::supervised_learning_model_base | virtual |
| classify(const sframe &X, const std::string &output_type="") | turi::supervised::supervised_learning_model_base | inlinevirtual |
| coefs | turi::supervised::logistic_regression | protected |
| construct_ml_data_using_current_metadata(const sframe &X, const sframe &y, ml_missing_value_action mva=ml_missing_value_action::ERROR) const | turi::supervised::supervised_learning_model_base | |
| construct_ml_data_using_current_metadata(const sframe &X, ml_missing_value_action mva=ml_missing_value_action::ERROR) const | turi::supervised::supervised_learning_model_base | |
| display_classifier_training_summary(std::string model_display_name, bool simple_mode=false) const | turi::supervised::supervised_learning_model_base | |
| display_regression_training_summary(std::string model_display_name) const | turi::supervised::supervised_learning_model_base | |
| evaluate(const ml_data &test_data, const std::string &evaluation_type="", bool with_prediction=false) | turi::supervised::supervised_learning_model_base | virtual |
| evaluate(const sframe &X, const sframe &y, const std::string &evaluation_type="", bool with_prediction=false) | turi::supervised::supervised_learning_model_base | inlinevirtual |
| export_to_coreml() override | turi::supervised::logistic_regression | virtual |
| extract_features(const sframe &X, ml_missing_value_action missing_value_action) | turi::supervised::supervised_learning_model_base | inlinevirtual |
| fast_classify(const std::vector< flexible_type > &rows, const std::string &missing_value_action="error") | turi::supervised::supervised_learning_model_base | virtual |
| fast_predict(const std::vector< flexible_type > &rows, const std::string &missing_value_action="error", const std::string &output_type="") | turi::supervised::supervised_learning_model_base | virtual |
| fast_predict_topk(const std::vector< flexible_type > &rows, const std::string &missing_value_action="error", const std::string &output_type="", const size_t topk=5) override | turi::supervised::logistic_regression | virtual |
| get_coefficients(DenseVector &_coefs) const | turi::supervised::logistic_regression | inline |
| get_current_options() const | turi::ml_model_base | |
| get_default_options() const | turi::ml_model_base | |
| get_docstring(const std::string &symbol) | turi::model_base | |
| get_feature_names() const | turi::supervised::supervised_learning_model_base | |
| get_metadata_mapping() | turi::supervised::supervised_learning_model_base | |
| get_metric_display_name(const std::string &metric) const | turi::supervised::supervised_learning_model_base | |
| get_metrics() const | turi::supervised::supervised_learning_model_base | |
| get_ml_metadata() const | turi::supervised::supervised_learning_model_base | inline |
| get_option_info() const | turi::ml_model_base | |
| get_option_value(const std::string &name) const | turi::ml_model_base | |
| get_property(const std::string &property) | turi::model_base | |
| get_state() const | turi::ml_model_base | |
| get_target_name() const | turi::supervised::supervised_learning_model_base | |
| get_tracking_metrics() const | turi::supervised::supervised_learning_model_base | |
| get_train_stats() const | turi::supervised::supervised_learning_model_base | |
| get_value_from_state(std::string key) | turi::ml_model_base | |
| get_version() const override | turi::supervised::logistic_regression | virtual |
| impute_missing_columns_using_current_metadata(const sframe &X) const | turi::supervised::supervised_learning_model_base | |
| init(const sframe &X, const sframe &y, const sframe &valid_X=sframe(), const sframe &valid_y=sframe(), ml_missing_value_action mva=ml_missing_value_action::ERROR) | turi::supervised::supervised_learning_model_base | virtual |
| init_options(const std::map< std::string, flexible_type > &_options) override | turi::supervised::logistic_regression | virtual |
| is_classifier() const override | turi::supervised::logistic_regression | inlinevirtual |
| is_dense() | turi::supervised::supervised_learning_model_base | inline |
| is_trained() const | turi::ml_model_base | |
| list_fields() | turi::ml_model_base | |
| list_functions() | turi::model_base | |
| list_get_properties() | turi::model_base | |
| list_set_properties() | turi::model_base | |
| load_version(turi::iarchive &iarc, size_t version) override | turi::supervised::logistic_regression | virtual |
| model_specific_init(const ml_data &data, const ml_data &valid_data) override | turi::supervised::logistic_regression | virtual |
| name()=0 | turi::model_base | pure virtual |
| num_classes | turi::supervised::logistic_regression | protected |
| num_coefficients | turi::supervised::logistic_regression | protected |
| num_examples() const | turi::supervised::supervised_learning_model_base | |
| num_features() const | turi::supervised::supervised_learning_model_base | |
| num_unpacked_features() const | turi::supervised::supervised_learning_model_base | |
| perform_registration() | turi::model_base | virtual |
| predict(const ml_data &test_data, const std::string &output_type="") | turi::supervised::supervised_learning_model_base | virtual |
| predict(const sframe &X, const std::string &output_type="") | turi::supervised::supervised_learning_model_base | inlinevirtual |
| predict_single_example(const DenseVector &x, const prediction_type_enum &output_type=prediction_type_enum::NA) override | turi::supervised::logistic_regression | virtual |
| predict_single_example(const SparseVector &x, const prediction_type_enum &output_type=prediction_type_enum::NA) override | turi::supervised::logistic_regression | virtual |
| turi::supervised::supervised_learning_model_base::predict_single_example(const ml_data_iterator &it, const prediction_type_enum &output_type=prediction_type_enum::NA) | turi::supervised::supervised_learning_model_base | inlinevirtual |
| predict_topk(const sframe &test_data, const std::string &output_type="", size_t topk=5) | turi::supervised::supervised_learning_model_base | inlinevirtual |
| predict_topk(const ml_data &test_data, const std::string &output_type="", size_t topk=5) | turi::supervised::supervised_learning_model_base | virtual |
| turi::ml_model_base::register_defaults(const std::string &fnname, const variant_map_type &arguments) | turi::model_base | protected |
| register_docstring(const std::pair< std::string, std::string > &fnname_docstring) | turi::model_base | protected |
| register_function(std::string fnname, const std::vector< std::string > &arguments, impl_fn fn) | turi::model_base | protected |
| register_getter(const std::string &propname, impl_fn getfn) | turi::model_base | protected |
| register_setter(const std::string &propname, impl_fn setfn) | turi::model_base | protected |
| save_impl(turi::oarchive &oarc) const override | turi::supervised::logistic_regression | virtual |
| save_model_to_data(std::ostream &out) | turi::model_base | |
| save_to_url(const std::string &url, const variant_map_type &side_data={}) | turi::model_base | |
| set_coefs(const DenseVector &_coefs) override | turi::supervised::logistic_regression | virtual |
| set_default_evaluation_metric() override | turi::supervised::logistic_regression | inlinevirtual |
| set_default_tracking_metric() override | turi::supervised::logistic_regression | inlinevirtual |
| set_evaluation_metric(std::vector< std::string > _metrics) | turi::supervised::supervised_learning_model_base | inline |
| set_more_warnings(bool more_warnings) | turi::supervised::supervised_learning_model_base | inline |
| set_options(const std::map< std::string, flexible_type > &_options) | turi::ml_model_base | |
| set_property(const std::string &property, variant_map_type argument) | turi::model_base | |
| set_tracking_metric(std::vector< std::string > _metrics) | turi::supervised::supervised_learning_model_base | inline |
| state | turi::ml_model_base | protected |
| support_missing_value() const | turi::supervised::supervised_learning_model_base | inlinevirtual |
| train() override | turi::supervised::logistic_regression | virtual |
| uid()=0 | turi::model_base | pure virtual |
| ~logistic_regression() | turi::supervised::logistic_regression | |
1.8.13