object

`schulze_ranker`

Schulze pairwise preference ranker. Learns one deterministic score per item from a dataset object implementing the pairwise_ranking_dataset_protocol protocol by computing strongest paths over aggregated head-to-head outcomes and returns a self-describing ranker term with diagnostics that can be used for ranking and export.

Availability:

logtalk_load(schulze_ranker(loader))

Author: Paulo Moura
Version: 1:0:0
Date: 2026-05-07

Compilation flags:

static, context_switching_calls

Imports:

public ranking_dataset_common
public score_ranker_model_common
public condorcet_victory_common

Uses:

avltree

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 

`strongest_paths/2`

Returns the labeled strongest-path relation as path(Item1,Item2,Strength) terms for all ordered pairs of distinct learned items.

Compilation flags:

static

Template:

strongest_paths(Ranker,StrongestPaths)

Mode and number of proofs:

strongest_paths(+compound,-list(compound)) - one

Protected predicates 

(no local declarations; see entity ancestors if any)

Private predicates 

(no local declarations; see entity ancestors if any)

Operators 

(none)

schulze_ranker

Public predicates

strongest_paths/2

Protected predicates

Private predicates

Operators