object

bradley_terry_ranker

Bradley-Terry pairwise preference ranker. Learns one positive strength parameter per item from a dataset object implementing the pairwise_ranking_dataset_protocol protocol when the directed win graph admits a finite Bradley-Terry maximum-likelihood estimate, and returns a self-describing ranker term with diagnostics that can be used for ranking and export.

Availability:
logtalk_load(bradley_terry_ranker(loader))
Author: Paulo Moura
Version: 2:0:0
Date: 2026-05-06
Compilation flags:
static, context_switching_calls
Imports:
public ranking_dataset_common
public pairwise_strength_ranker_common
public score_ranker_common
Uses:
avltree
format
list
Remarks:
(none)
Inherited public predicates:
 check_option/1  check_options/1  check_ranker/1  default_option/1  default_options/1  diagnostic/2  diagnostics/2  export_to_clauses/4  export_to_file/4  grouped_dataset_groups/2  grouped_dataset_items/2  grouped_dataset_items/3  grouped_dataset_summary/2  learn/2  learn/3  option/2  option/3  pairwise_dataset_connected_components/2  pairwise_dataset_declared_items/2  pairwise_dataset_items/2  pairwise_dataset_matchups/2  pairwise_dataset_preferences/2  pairwise_dataset_summary/2  pairwise_dataset_win_totals/2  pairwise_measurement_dataset_connected_components/2  pairwise_measurement_dataset_declared_items/2  pairwise_measurement_dataset_items/2  pairwise_measurement_dataset_measurements/2  pairwise_measurement_dataset_summary/2  print_ranker/1  rank/3  ranker_options/2  scores/2  temporal_pairwise_dataset_connected_components/2  temporal_pairwise_dataset_declared_items/2  temporal_pairwise_dataset_games/2  temporal_pairwise_dataset_games/3  temporal_pairwise_dataset_items/2  temporal_pairwise_dataset_periods/2  temporal_pairwise_dataset_summary/2  valid_option/1  valid_options/1  valid_ranker/1  validate_grouped_dataset/1  validate_grouped_dataset/2  validate_pairwise_dataset/1  validate_pairwise_dataset/2  validate_pairwise_measurement_dataset/1  validate_pairwise_measurement_dataset/2  validate_temporal_pairwise_dataset/1  validate_temporal_pairwise_dataset/2

Public predicates

(no local declarations; see entity ancestors if any)

Protected predicates

(no local declarations; see entity ancestors if any)

Private predicates

(no local declarations; see entity ancestors if any)

Operators

(none)

See also

pairwise_ranking_dataset_protocol, ranking_dataset_protocol, ranker_protocol, regularized_bradley_terry_ranker