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

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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