category

probabilistic_classifier_common

Shared predicates for probabilistic classifiers.

Availability:

logtalk_load(classification_protocols(loader))

Author: Paulo Moura

Version: 1:0:0

Date: 2026-05-11

Compilation flags:

static

Implements:

public probabilistic_classifier_protocol

Extends:

public classifier_common

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

predict_from_probabilities/3

Predicts the class label for a new instance by selecting the maximum-probability class returned by predict_probabilities/3.

Compilation flags:

static

Template:

predict_from_probabilities(Classifier,Instance,Class)

Mode and number of proofs:

predict_from_probabilities(+compound,+list,-atom) - one

---

max_probability/3

Selects the class-probability pair with maximum probability from a non-empty list of Class-Probability pairs.

Compilation flags:

static

Template:

max_probability(Probabilities,Class,Probability)

Mode and number of proofs:

max_probability(+list(pair),-atom,-float) - one

---

Private predicates

(no local declarations; see entity ancestors if any)

Operators

(none)