.. index:: single: gradient_boosting_classifier .. _gradient_boosting_classifier/0:

.. rst-class:: right

object

gradient_boosting_classifier

Gradient boosting classifier using multinomial additive models fitted by regression trees to softmax residuals.

| Availability: | logtalk_load(gradient_boosting_classifier(loader))

| Author: Paulo Moura | Version: 1:1:0 | Date: 2026-06-06

| Compilation flags: | static, context_switching_calls

| Imports: | public :ref:`probabilistic_classifier_common <probabilistic_classifier_common/0>` | Uses: | :ref:`format <format/0>` | :ref:`list <list/0>` | :ref:`numberlist <numberlist/0>` | :ref:`regression_tree <regression_tree/0>` | :ref:`type <type/0>`

| Remarks: | (none)

| Inherited public predicates: |  :ref:classifier_protocol/0::check_classifier/1  :ref:options_protocol/0::check_option/1  :ref:options_protocol/0::check_options/1  :ref:classifier_protocol/0::classifier_options/2  :ref:options_protocol/0::default_option/1  :ref:options_protocol/0::default_options/1  :ref:classifier_protocol/0::diagnostic/2  :ref:classifier_protocol/0::diagnostics/2  :ref:classifier_protocol/0::export_to_clauses/4  :ref:classifier_protocol/0::export_to_file/4  :ref:classifier_protocol/0::learn/2  :ref:classifier_protocol/0::learn/3  :ref:options_protocol/0::option/2  :ref:options_protocol/0::option/3  :ref:classifier_protocol/0::predict/3  :ref:probabilistic_classifier_protocol/0::predict_probabilities/3  :ref:classifier_protocol/0::print_classifier/1  :ref:classifier_protocol/0::valid_classifier/1  :ref:options_protocol/0::valid_option/1  :ref:options_protocol/0::valid_options/1  

.. contents:: :local: :backlinks: top

Public predicates

(no local declarations; see entity ancestors if any)

Protected predicates

(no local declarations; see entity ancestors if any)

Private predicates

(no local declarations; see entity ancestors if any)

Operators

(none)

.. seealso::

:ref:`dataset_protocol <dataset_protocol/0>`, :ref:`regression_tree <regression_tree/0>`, :ref:`gradient_boosting_regression <gradient_boosting_regression/0>`, :ref:`adaptive_boosting_classifier <adaptive_boosting_classifier/0>`, :ref:`random_forest_classifier <random_forest_classifier/0>`