protocol

probabilistic_classifier_protocol

Protocol for classifiers that can estimate class probabilities.

Availability:
logtalk_load(classification_protocols(loader))
Author: Paulo Moura
Version: 1:0:0
Date: 2026-05-11
Compilation flags:
static
Extends:
public classifier_protocol
Remarks:
(none)
Inherited public predicates:
 check_classifier/1  classifier_options/2  diagnostic/2  diagnostics/2  export_to_clauses/4  export_to_file/4  learn/2  learn/3  predict/3  print_classifier/1  valid_classifier/1

Public predicates

predict_probabilities/3

Predicts class probabilities for a new instance using the learned classifier. The instance is a list of Attribute-Value pairs.

Compilation flags:
static
Template:
predict_probabilities(Classifier,Instance,Probabilities)
Mode and number of proofs:
predict_probabilities(+compound,+list,-list) - one

Protected predicates

(no local declarations; see entity ancestors if any)

Private predicates

(no local declarations; see entity ancestors if any)

Operators

(none)

See also

classifier_protocol, adaptive_boosting_classifier, gradient_boosting_classifier, kernel_svm_classifier, knn_classifier, logistic_regression_classifier, naive_bayes_classifier, nearest_centroid_classifier, random_forest_classifier, sgd_classifier