object
nearest_centroid_classifier
Nearest Centroid classifier with multiple distance metrics. Learns from a dataset object implementing the dataset_protocol protocol and returns a classifier term that can be used for prediction and exported as predicate clauses.
Availability:
logtalk_load(nearest_centroid_classifier(loader))Author: Paulo Moura
Version: 2:0:0
Date: 2026-05-11
Compilation flags:
static, context_switching_callsImports:
Uses:
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
predict/4
Predicts the class label for a new instance using the learned classifier and the given options. The instance is a list of Attribute-Value pairs.
Compilation flags:
staticTemplate:
predict(Classifier,Instance,Class,Options)Mode and number of proofs:
predict(+compound,+list,-atom,+list(compound)) - onepredict_probabilities/4
Predicts class probabilities for a new instance using the learned classifier and the given options. Returns a list of Class-Probability pairs. The instance is a list of Attribute-Value pairs.
Compilation flags:
staticTemplate:
predict_probabilities(Classifier,Instance,Probabilities,Options)Mode and number of proofs:
predict_probabilities(+compound,+list,-list,+list(compound)) - oneProtected predicates
(no local declarations; see entity ancestors if any)
Private predicates
(no local declarations; see entity ancestors if any)
Operators
(none)