object

`gaussian_mixture_clusterer`

Gaussian mixture model clusterer for continuous datasets. Learns from a dataset object implementing the clustering_dataset_protocol protocol and returns a clusterer term that can be used for assigning new instances to clusters and exported as predicate clauses.

Availability:

logtalk_load(gaussian_mixture_clusterer(loader))

Author: Paulo Moura
Version: 1:0:0
Date: 2026-05-06

Compilation flags:

static, context_switching_calls

Imports:

public clusterer_common

Uses:

format
list
numberlist
pairs
population
type

Remarks:

(none)

Inherited public predicates:

check_clusterer/1 check_option/1 check_options/1 cluster/3 clusterer_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 print_clusterer/1 valid_clusterer/1 valid_option/1 valid_options/1

Public predicates 

`cluster_probabilities/3`

Returns posterior component probabilities for a new instance as Cluster-Probability pairs in component-id order.

Compilation flags:

static

Template:

cluster_probabilities(Clusterer,Instance,Probabilities)

Mode and number of proofs:

cluster_probabilities(+compound,+list,-list(pair)) - one

Protected predicates 

(no local declarations; see entity ancestors if any)

Private predicates 

(no local declarations; see entity ancestors if any)

Operators 

(none)

gaussian_mixture_clusterer

Public predicates

cluster_probabilities/3

Protected predicates

Private predicates

Operators