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 probabilistic_classifier_common
Uses:
fast_random(Algorithm)
format
linear_algebra
list
type
Remarks:
(none)
Inherited public predicates:
 check_classifier/1  check_option/1  check_options/1  classifier_options/2  default_option/1  default_options/1  diagnostic/2  diagnostics/2  export_to_clauses/4  export_to_file/4  learn/2  learn/3  option/2  option/3  predict/3  predict_probabilities/3  print_classifier/1  valid_classifier/1  valid_option/1  valid_options/1

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)

See also

dataset_protocol, logistic_regression_classifier, sgd_classifier