.. index:: single: mlp_classifier .. _mlp_classifier/0:

.. rst-class:: right

object

mlp_classifier

Multi-layer perceptron classifier with configurable hidden layers and activation function, softmax output, and backpropagation training.

| Availability: | logtalk_load(mlp_classifier(loader))

| Author: Paulo Moura | Version: 1:0:0 | Date: 2026-08-19

| Compilation flags: | static, context_switching_calls

| Imports: | public :ref:`probabilistic_classifier_common <probabilistic_classifier_common/0>` | Uses: | :ref:`fast_random(Algorithm) <fast_random/1>` | :ref:`format <format/0>` | :ref:`linear_algebra <linear_algebra/0>` | :ref:`list <list/0>` | :ref:`type <type/0>`

| Remarks: | (none)

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

.. 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:`logistic_regression_classifier <logistic_regression_classifier/0>`, :ref:`sgd_classifier <sgd_classifier/0>`