tidypredict
Run Predictions Inside the Database

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720
Source code
155
Man pages
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tidypredict: Run Predictions Inside the Database
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API for tidypredict
Run Predictions Inside the Database

Global functions
.build_case_when_tree Man page Source code
.build_linear_pred Man page Source code
.build_nested_case_when_tree Man page Source code
.c50_tree_info_full Man page Source code
.extract_bagger_classprob Man page Source code
.extract_bagger_trees Man page Source code
.extract_bart_scaling Man page Source code
.extract_bart_trees Man page Source code
.extract_catboost_trees Man page Source code
.extract_earth_multiclass Man page Source code
.extract_glmnet_multiclass Man page Source code
.extract_lgb_trees Man page Source code
.extract_partykit_classprob Man page Source code
.extract_ranger_classprob Man page Source code
.extract_ranger_trees Man page Source code
.extract_rf_classprob Man page Source code
.extract_rf_trees Man page Source code
.extract_rpart_classprob Man page Source code
.extract_xgb_trees Man page Source code
.partykit_tree_info_full Man page Source code
.rpart_tree_info_full Man page Source code
`tidypredict_interval.data.frame` Source code
abort_classification_unsupported Source code
abort_interval_unsupported Source code
abort_mixomics_test Source code
abort_model_unsupported Source code
abort_no_extractor Source code
abort_no_metadata Source code
abort_sparsediscrim_test Source code
abort_test_unsupported Source code
acceptable_contrasts Source code
acceptable_formula Man page Source code
acceptable_formula.default Source code
acceptable_formula.earth Source code
acceptable_formula.fda Source code
acceptable_formula.glm Source code
acceptable_formula.ksvm Source code
acceptable_formula.lda Source code
acceptable_formula.lda_diag Source code
acceptable_formula.lda_emp_bayes_eigen Source code
acceptable_formula.lda_shrink_cov Source code
acceptable_formula.lda_shrink_mean Source code
acceptable_formula.lm Source code
acceptable_formula.multinom Source code
acceptable_formula.nnet Source code
acceptable_formula.qda Source code
acceptable_formula.rq Source code
acceptable_formula.rqs Source code
acceptable_formula.xrf Source code
acceptable_lm Source code
acceptable_ordered Source code
acceptable_preproc Source code
acceptable_sparsediscrim Source code
add_lgb_missing_type Source code
add_lgb_stump_trees Source code
aorsf_check_supported Source code
aorsf_tree_info_full Source code
apply_catboost_multiclass_transformation Source code
apply_catboost_scale_bias Source code
apply_dart_weights Source code
apply_inverse_link Source code
apply_lgb_multiclass_transformation Source code
apply_lgb_objective Source code
apply_xgb_objective Source code
as_f32 Source code
as_parsed_model Man page Source code
as_parsed_model.default Source code
as_parsed_model.list Source code
as_pm_tree_model Source code
assemble_lgb_formula Source code
assemble_xgb_formula Source code
bagger_base_fits Source code
bagger_build_formula Source code
bagger_check_model Source code
bagger_class_case_when Source code
bagger_classes Source code
bagger_classprob_tree_info Source code
bagger_mean_tree Source code
bart_column_map Source code
bart_n_draws Source code
bart_split_trees Source code
bart_tree_nodes Source code
build_argmax_case_when Source code
build_bart_split_condition Source code
build_bart_tree Source code
build_catboost_hash_mapping Source code
build_catboost_parsnip_mapping_data Source code
build_comparison_expr Source code
build_fit_formula Source code
build_fit_formula_bart Source code
build_fit_formula_catboost_multiclass_nested Source code
build_fit_formula_catboost_nested Source code
build_fit_formula_lgb_from_parsed Source code
build_fit_formula_lgb_nested Source code
build_fit_formula_multinom Source code
build_fit_formula_naive_bayes Source code
build_fit_formula_nnet Source code
build_fit_formula_xgb Source code
build_fit_formula_xgb_from_parsed Source code
build_fit_formula_xgb_nested Source code
build_h2o_node Source code
build_lgb_linear_prediction Source code
build_lgb_nested_condition Source code
build_linear_predictor Source code
build_multiway_node Source code
build_nested_catboost_categorical Source code
build_nested_catboost_comparison Source code
build_nested_catboost_condition Source code
build_nested_catboost_nonoblivious_tree Source code
build_nested_catboost_oblivious_tree Source code
build_nested_from_flat_paths Source code
build_nested_from_paths_recursive Source code
build_nested_lgb_node Source code
build_nested_lgb_tree Source code
build_nested_node Man page Source code
build_nested_oblivious_level Source code
build_nested_ranger_prob_tree Source code
build_nested_ranger_tree Source code
build_nested_rf_tree Source code
build_nested_rf_vote_tree Source code
build_nested_split_condition Man page Source code
build_nested_split_missing Source code
build_nested_split_present Source code
build_nested_xgb_tree Source code
build_set_expr Source code
build_single_condition Source code
build_surrogate_condition Source code
build_surrogate_node Source code
build_terms Source code
build_tree_formula Source code
build_tree_formula.default Source code
build_tree_formula.pm_tree_C5.0 Source code
build_tree_formula.pm_tree_aorsf Source code
build_tree_formula.pm_tree_bagger Source code
build_tree_formula.pm_tree_blackboost Source code
build_tree_formula.pm_tree_cforest Source code
build_tree_formula.pm_tree_cubist Source code
build_tree_formula.pm_tree_party Source code
build_tree_formula.pm_tree_randomForest Source code
build_tree_formula.pm_tree_ranger Source code
build_tree_formula.pm_tree_rpart Source code
build_tree_formula_forest Source code
build_tree_formula_single Source code
build_xgb_nested_condition Source code
c50_argmax_indicators Source code
c50_attr_levels Source code
c50_boosted_case_when Source code
c50_boosted_na_ready Source code
c50_boosted_tree_info Source code
c50_boosted_with_na_descent Source code
c50_check_supported Source code
c50_class_vote Source code
c50_class_vote_rules Source code
c50_classprob_tree_info Source code
c50_classprob_with_na_descent Source code
c50_condition_expr Source code
c50_default_class Source code
c50_has_soft_threshold Source code
c50_leaf_share Source code
c50_na_cases Source code
c50_na_score Source code
c50_na_weight Source code
c50_node_prior Source code
c50_priors Source code
c50_rule_cols Source code
c50_rule_condition Source code
c50_rules_case_when Source code
c50_set_leaf_predictions Source code
c50_tree_info Source code
c50_tree_info_full Source code
c50_trial_na_votes Source code
c50_with_na_descent Source code
catboost_catboost.load_pool Source code
catboost_catboost.predict Source code
catboost_catboost.save_model Source code
catboost_catboost.train Source code
catboost_check_objective Source code
catboost_combine Source code
catboost_hash Source code
catboost_is_left_op Source code
catboost_model Source code
catboost_model_multiclass Source code
catboost_parsed_objective Source code
cforest_check_regression Source code
cforest_gettree Source code
check_bart_supported Source code
check_extractor_class Source code
check_interval Source code
check_lgb_categorical_default_left Source code
check_parsed_model Source code
check_test_rows Source code
check_trees_arg Source code
clamp_prediction Source code
classprob_tree_expr Source code
collapse_lists Source code
collect_nonoblivious_leaves Source code
column_decomposable Source code
combine_path_conditions Source code
conditional_list Source code
count_missing Source code
cubist_attribute_means Source code
cubist_condition Source code
cubist_field Source code
cubist_rule_limits Source code
cubist_rules Source code
deparse_class_exprs Source code
deprecated-extractors Man page
expand_quadratic Source code
expr_addition Source code
expr_and Source code
expr_division Source code
expr_logistic Source code
expr_mean Source code
expr_multiplication Source code
expr_na_if_incomplete Source code
expr_or Source code
expr_recycle_over_column Source code
expr_softmax Source code
expr_subtraction Source code
extract_catboost_trees_nested Source code
extract_lgb_trees_nested Source code
extract_one_split Source code
extract_xgb_trees_nested Source code
f32_bits Source code
f32_from_bits Source code
f32_split_boundary Source code
fda_regression_coefs Source code
fun_calls Source code
generate_case_when_tree Source code
generate_case_when_trees Man page Source code
generate_nested_case_when_tree Man page Source code
generate_tree_node Man page Source code
generate_tree_nodes Source code
get_catboost_bit_value Source code
get_catboost_cat_mapping Source code
get_catboost_leaf_value Source code
get_catboost_missing Source code
get_catboost_nonoblivious_tree Source code
get_catboost_nonoblivious_trees Source code
get_catboost_tree Source code
get_catboost_trees Source code
get_lgb_children_map Source code
get_lgb_path_fast Source code
get_lgb_tree Source code
get_lgb_trees Source code
get_qr_lm Source code
get_xgb_case Source code
get_xgb_case_fun Source code
get_xgb_case_tree Source code
get_xgb_json_params Source code
get_xgb_path Source code
get_xgb_path_fun Source code
get_xgb_tree Source code
get_xgb_trees Source code
get_xgb_trees_character Source code
get_xgb_trees_df Source code
glmnet_check_no_offset Source code
glmnet_set_lambda Source code
glmnet_terms Source code
h2o_check_gbm Source code
h2o_linear_term Source code
h2o_n_trees Source code
h2o_response_domain Source code
h2o_rule_term Source code
h2o_rulefit_importance Source code
h2o_rulefit_linear_predictor Source code
h2o_test_results Source code
h2o_tree_exprs Source code
infer_term_fields Source code
knit_print.tidypredict_test Man page Source code
ksvm_check_levels Source code
ksvm_feature_names Source code
ksvm_is_classification Source code
lgb_booster Source code
lgb_check_objective Source code
lgb_combine Source code
lgb_is_left_op Source code
lgb_numeric_left Source code
lgb_parsed_objective Source code
lgb_sigmoid Source code
lgb_sigmoid_param Source code
lm_constructor Source code
lm_fields Source code
make_catboost_stump Source code
make_categorical_split Source code
make_committee Source code
make_float_split Source code
make_lists Source code
mars_terms Source code
match_label_fields Source code
maybe_head Source code
mboost_build_formula Source code
mboost_check_regression Source code
mboost_combine Source code
mboost_components Source code
metadata_via_parsed Source code
mixomics_coefs Source code
mixomics_impute Source code
mixomics_test Source code
multinom_reference_terms Source code
naive_bayes_score Source code
naive_bayes_term Source code
naive_bayes_var Source code
naive_bayes_var_nb Source code
new_multiclass_parsed_model Source code
new_tidypredict_test Source code
next_double Source code
nnet_softmax Source code
nnet_squash Source code
nnet_unit_exprs Source code
operation_list Source code
over_threshold Source code
parse_c50_attrs Source code
parse_c50_rules Source code
parse_c50_tree Source code
parse_c50_trees Source code
parse_h2o_condition Source code
parse_h2o_rule Source code
parse_label_lm Source code
parse_lgb_categorical_threshold Source code
parse_lgb_linear_leaves Source code
parse_lgb_linear_trees Source code
parse_model Man page Source code
parse_model.C5.0 Source code
parse_model.LiblineaR Source code
parse_model.NaiveBayes Source code
parse_model.ObliqueForest Source code
parse_model.bagger Source code
parse_model.bart Source code
parse_model.blackboost Source code
parse_model.catboost.Model Source code
parse_model.cforest Source code
parse_model.cubist Source code
parse_model.default Source code
parse_model.earth Source code
parse_model.fda Source code
parse_model.glm Source code
parse_model.glmnet Source code
parse_model.ksvm Source code
parse_model.lda Source code
parse_model.lda_diag Source code
parse_model.lda_emp_bayes_eigen Source code
parse_model.lda_shrink_cov Source code
parse_model.lda_shrink_mean Source code
parse_model.lgb.Booster Source code
parse_model.lm Source code
parse_model.mixo_pls Source code
parse_model.mixo_plsda Source code
parse_model.mixo_spls Source code
parse_model.mixo_splsda Source code
parse_model.model_fit Source code
parse_model.multinom Source code
parse_model.naive_bayes Source code
parse_model.nnet Source code
parse_model.nullmodel Source code
parse_model.party Source code
parse_model.qda Source code
parse_model.randomForest Source code
parse_model.ranger Source code
parse_model.rpart Source code
parse_model.rq Source code
parse_model.rqs Source code
parse_model.sda Source code
parse_model.xgb.Booster Source code
parse_model.xrf Source code
parse_model_fda Source code
parse_model_glmnet Source code
parse_model_glmnet_multinom Source code
parse_model_ksvm Source code
parse_model_liblinear Source code
parse_model_lm Source code
parse_model_mixomics Source code
parse_model_nullmodel_classification Source code
parse_model_nullmodel_regression Source code
parse_model_sda Source code
parse_model_sparsediscrim Source code
parse_model_xrf Source code
parse_nonoblivious_split Source code
parse_qr_lm Source code
parse_xgb_json_params Source code
parsed_model_classes Source code
parsnip_vars Source code
party_is_classification Source code
partykit_node_branches Source code
partykit_tree_info Source code
partykit_tree_info_full Source code
path_formula Man page Source code
path_formulas Man page Source code
preproc_fields Source code
print.tidypredict_test Man page Source code
process_catboost_trees Source code
qr_inverse_lm Source code
ranger_bit_set Source code
ranger_check_supported Source code
ranger_combine Source code
ranger_missing_right Source code
ranger_predictor_levels Source code
ranger_split_condition Source code
ranger_split_info Source code
ranger_split_values Source code
ranger_tree_info Source code
ranger_tree_info_full Source code
reduce_addition Source code
reduce_addition_balanced Source code
reduce_and Source code
reduce_multiplication Source code
reduce_or Source code
reduce_subtraction Source code
reexports Man page
resolve_lgb_leaf_prediction Source code
rf_combine Source code
rf_correct_bias Source code
rf_get_tree Source code
rf_predictor_levels Source code
rf_split_info Source code
rf_tree_info_full Source code
rpart_classprob_tree_info Source code
rpart_tree_info Source code
rpart_tree_info_full Source code
safe_max Source code
set_catboost_categories Man page Source code
setup_catboost_parsnip_categories Source code
skip_when_missing Source code
sparsediscrim_col_names Source code
sparsediscrim_method Source code
sparsediscrim_precision Source code
split_rqs Source code
substitute_missing_means Source code
synthetic_frame Source code
te_interval_glm Source code
te_interval_lm Source code
term_assign Source code
term_column_fields Source code
term_fields Source code
term_model_matrix Source code
test_message_header Source code
test_message_pass Source code
test_results_class Source code
test_results_multiclass Source code
test_results_numeric Source code
tidy Man page
tidy.pm_regression Man page Source code
tidypredict Man page
tidypredict-package Man page
tidypredict_class_exprs Man page Source code
tidypredict_class_exprs.default Source code
tidypredict_class_exprs.earth Source code
tidypredict_class_exprs.multnet Source code
tidypredict_class_exprs.party Source code
tidypredict_class_exprs.rpart Source code
tidypredict_class_trees Man page Source code
tidypredict_class_trees.default Source code
tidypredict_class_trees.randomForest Source code
tidypredict_class_trees.ranger Source code
tidypredict_combine_trees Man page Source code
tidypredict_combine_trees.C5.0 Source code
tidypredict_combine_trees.ObliqueForest Source code
tidypredict_combine_trees.blackboost Source code
tidypredict_combine_trees.catboost.Model Source code
tidypredict_combine_trees.cforest Source code
tidypredict_combine_trees.default Source code
tidypredict_combine_trees.lgb.Booster Source code
tidypredict_combine_trees.randomForest Source code
tidypredict_combine_trees.ranger Source code
tidypredict_combine_trees.xgb.Booster Source code
tidypredict_extractors Man page
tidypredict_fit Man page Source code
tidypredict_fit.C5.0 Source code
tidypredict_fit.H2OBinomialModel Source code
tidypredict_fit.H2OMultinomialModel Source code
tidypredict_fit.H2ORegressionModel Source code
tidypredict_fit.NaiveBayes Source code
tidypredict_fit.ObliqueForest Source code
tidypredict_fit._xgb.Booster Source code
tidypredict_fit.bagger Source code
tidypredict_fit.bart Source code
tidypredict_fit.blackboost Source code
tidypredict_fit.catboost.Model Source code
tidypredict_fit.cforest Source code
tidypredict_fit.cubist Source code
tidypredict_fit.default Source code
tidypredict_fit.glmnet Source code
tidypredict_fit.lgb.Booster Source code
tidypredict_fit.mixo_pls Source code
tidypredict_fit.mixo_plsda Source code
tidypredict_fit.mixo_spls Source code
tidypredict_fit.mixo_splsda Source code
tidypredict_fit.model_fit Source code
tidypredict_fit.multinom Source code
tidypredict_fit.naive_bayes Source code
tidypredict_fit.nnet Source code
tidypredict_fit.nullmodel Source code
tidypredict_fit.party Source code
tidypredict_fit.pm_bart Source code
tidypredict_fit.pm_catboost Source code
tidypredict_fit.pm_lgb Source code
tidypredict_fit.pm_multiclass_regression Source code
tidypredict_fit.pm_naive_bayes Source code
tidypredict_fit.pm_nnet Source code
tidypredict_fit.pm_nullmodel_classification Source code
tidypredict_fit.pm_regression Source code
tidypredict_fit.pm_tree Source code
tidypredict_fit.pm_xgb Source code
tidypredict_fit.randomForest Source code
tidypredict_fit.ranger Source code
tidypredict_fit.rpart Source code
tidypredict_fit.rqs Source code
tidypredict_fit.xgb.Booster Source code
tidypredict_fit.xrf Source code
tidypredict_fit_catboost_parsnip Source code
tidypredict_fit_cubist Source code
tidypredict_fit_h2o_rulefit_binomial Source code
tidypredict_fit_h2o_rulefit_multinomial Source code
tidypredict_fit_h2o_rulefit_regression Source code
tidypredict_fit_mixomics Source code
tidypredict_fit_nnet_parsnip Source code
tidypredict_fit_randomForest Source code
tidypredict_fit_ranger Source code
tidypredict_fit_ranger_nested Source code
tidypredict_fit_rf_nested Source code
tidypredict_interval Man page Source code
tidypredict_interval.default Source code
tidypredict_interval.glm Source code
tidypredict_interval.list Source code
tidypredict_interval.lm Source code
tidypredict_load Man page Source code
tidypredict_metadata Man page
tidypredict_n_trees Man page Source code
tidypredict_n_trees.ObliqueForest Source code
tidypredict_n_trees.blackboost Source code
tidypredict_n_trees.catboost.Model Source code
tidypredict_n_trees.cforest Source code
tidypredict_n_trees.default Source code
tidypredict_n_trees.lgb.Booster Source code
tidypredict_n_trees.randomForest Source code
tidypredict_n_trees.ranger Source code
tidypredict_n_trees.xgb.Booster Source code
tidypredict_normalized Man page Source code
tidypredict_normalized.C5.0 Source code
tidypredict_normalized.H2OBinomialModel Source code
tidypredict_normalized.H2OMultinomialModel Source code
tidypredict_normalized.H2ORegressionModel Source code
tidypredict_normalized.LiblineaR Source code
tidypredict_normalized.bagger Source code
tidypredict_normalized.default Source code
tidypredict_normalized.party Source code
tidypredict_normalized.pm_bart Source code
tidypredict_normalized.pm_catboost Source code
tidypredict_normalized.pm_lgb Source code
tidypredict_normalized.pm_multiclass_regression Source code
tidypredict_normalized.pm_naive_bayes Source code
tidypredict_normalized.pm_nnet Source code
tidypredict_normalized.pm_nullmodel_classification Source code
tidypredict_normalized.pm_regression Source code
tidypredict_normalized.pm_tree Source code
tidypredict_normalized.pm_xgb Source code
tidypredict_normalized.rpart Source code
tidypredict_normalized.rqs Source code
tidypredict_outcome_levels Man page Source code
tidypredict_outcome_levels.C5.0 Source code
tidypredict_outcome_levels.H2OBinomialModel Source code
tidypredict_outcome_levels.H2OMultinomialModel Source code
tidypredict_outcome_levels.H2ORegressionModel Source code
tidypredict_outcome_levels.LiblineaR Source code
tidypredict_outcome_levels.bagger Source code
tidypredict_outcome_levels.default Source code
tidypredict_outcome_levels.glm Source code
tidypredict_outcome_levels.ksvm Source code
tidypredict_outcome_levels.lognet Source code
tidypredict_outcome_levels.party Source code
tidypredict_outcome_levels.pm_bart Source code
tidypredict_outcome_levels.pm_catboost Source code
tidypredict_outcome_levels.pm_lgb Source code
tidypredict_outcome_levels.pm_multiclass_regression Source code
tidypredict_outcome_levels.pm_naive_bayes Source code
tidypredict_outcome_levels.pm_nnet Source code
tidypredict_outcome_levels.pm_nullmodel_classification Source code
tidypredict_outcome_levels.pm_regression Source code
tidypredict_outcome_levels.pm_tree Source code
tidypredict_outcome_levels.pm_xgb Source code
tidypredict_outcome_levels.rpart Source code
tidypredict_outcome_levels.rqs Source code
tidypredict_output_type Man page Source code
tidypredict_output_type.C5.0 Source code
tidypredict_output_type.H2OBinomialModel Source code
tidypredict_output_type.H2OMultinomialModel Source code
tidypredict_output_type.H2ORegressionModel Source code
tidypredict_output_type.LiblineaR Source code
tidypredict_output_type.bagger Source code
tidypredict_output_type.default Source code
tidypredict_output_type.party Source code
tidypredict_output_type.pm_bart Source code
tidypredict_output_type.pm_catboost Source code
tidypredict_output_type.pm_lgb Source code
tidypredict_output_type.pm_multiclass_regression Source code
tidypredict_output_type.pm_naive_bayes Source code
tidypredict_output_type.pm_nnet Source code
tidypredict_output_type.pm_nullmodel_classification Source code
tidypredict_output_type.pm_regression Source code
tidypredict_output_type.pm_tree Source code
tidypredict_output_type.pm_xgb Source code
tidypredict_output_type.rpart Source code
tidypredict_output_type.rqs Source code
tidypredict_save Man page Source code
tidypredict_sql Man page Source code
tidypredict_sql_interval Man page Source code
tidypredict_test Man page Source code
tidypredict_test.C5.0 Source code Source code
tidypredict_test.H2OBinomialModel Source code
tidypredict_test.H2OMultinomialModel Source code
tidypredict_test.H2ORegressionModel Source code
tidypredict_test.LiblineaR Source code
tidypredict_test.NaiveBayes Source code
tidypredict_test.ObliqueForest Source code
tidypredict_test._xgb.Booster Source code
tidypredict_test.bagger Source code
tidypredict_test.bart Source code
tidypredict_test.catboost.Model Source code
tidypredict_test.cforest Source code
tidypredict_test.default Source code
tidypredict_test.fda Source code
tidypredict_test.glmnet Source code
tidypredict_test.ksvm Source code
tidypredict_test.lda Source code
tidypredict_test.lda_diag Source code
tidypredict_test.lda_emp_bayes_eigen Source code
tidypredict_test.lda_shrink_cov Source code
tidypredict_test.lda_shrink_mean Source code
tidypredict_test.lgb.Booster Source code
tidypredict_test.mixo_pls Source code
tidypredict_test.mixo_plsda Source code
tidypredict_test.mixo_spls Source code
tidypredict_test.mixo_splsda Source code
tidypredict_test.model_fit Source code
tidypredict_test.multinom Source code
tidypredict_test.naive_bayes Source code
tidypredict_test.nnet Source code
tidypredict_test.nullmodel Source code
tidypredict_test.party Source code
tidypredict_test.qda Source code
tidypredict_test.ranger Source code
tidypredict_test.rpart Source code
tidypredict_test.sda Source code
tidypredict_test.xgb.Booster Source code
tidypredict_test.xrf Source code
tidypredict_test_default Source code
tidypredict_to_column Man page Source code
tidypredict_trees Man page Source code
tidypredict_trees.ObliqueForest Source code
tidypredict_trees.blackboost Source code
tidypredict_trees.catboost.Model Source code
tidypredict_trees.cforest Source code
tidypredict_trees.default Source code
tidypredict_trees.lgb.Booster Source code
tidypredict_trees.randomForest Source code
tidypredict_trees.ranger Source code
tidypredict_trees.xgb.Booster Source code
translate_fit Source code
tree_info_with_predictions Source code
uses_surrogates Source code
xgb_booster Source code
xgb_combine Source code
xgb_feature_names Source code
xgb_has_new_api Source code
xgb_is_left_op Source code
xrf_feature_field Source code
xrf_feature_map Source code
xrf_rule_fields Source code
tidypredict documentation built on Oct. 18, 2026, 5:06 p.m.

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