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"kind": "sklearn_pairwise_ranker",
"name": "global_bubble_reranker_v1__sklearn-logistic",
"model_type": "sklearn-logistic",
"created_at": "2026-07-02T21:56:08.938446+00:00",
"metadata": {
"experiment": "global_bubble_reranker_v1__sklearn-logistic__borda-vertical-repair",
"feature_schema": [
"page_a_x",
"page_a_y",
"page_a_x2",
"page_a_y2",
"page_a_cx",
"page_a_cy",
"page_a_w",
"page_a_h",
"page_a_area_ratio",
"page_a_aspect",
"page_b_x",
"page_b_y",
"page_b_x2",
"page_b_y2",
"page_b_cx",
"page_b_cy",
"page_b_w",
"page_b_h",
"page_b_area_ratio",
"page_b_aspect",
"page_dx",
"page_dy",
"page_abs_dx",
"page_abs_dy",
"page_delta_x",
"page_delta_y",
"page_delta_x2",
"page_delta_y2",
"page_delta_w",
"page_delta_h",
"page_distance",
"page_angle",
"page_overlap_x",
"page_overlap_y",
"page_a_right_of_b",
"page_a_above_b",
"page_same_y_overlap_band",
"page_same_x_overlap_band",
"page_same_reading_band",
"page_heuristic_rtl_before",
"page_heuristic_ltr_before",
"page_heuristic_direction_score",
"same_predicted_panel",
"predicted_panel_order_a",
"predicted_panel_order_b",
"delta_predicted_panel_order",
"predicted_local_order_a",
"predicted_local_order_b",
"delta_predicted_local_order",
"current_pipeline_index_a",
"current_pipeline_index_b",
"delta_current_pipeline_index",
"relative_a_in_panel_x",
"relative_a_in_panel_y",
"relative_a_in_panel_x2",
"relative_a_in_panel_y2",
"relative_a_in_panel_cx",
"relative_a_in_panel_cy",
"relative_a_in_panel_w",
"relative_a_in_panel_h",
"relative_a_in_panel_area_ratio",
"relative_a_in_panel_aspect",
"relative_b_in_panel_x",
"relative_b_in_panel_y",
"relative_b_in_panel_x2",
"relative_b_in_panel_y2",
"relative_b_in_panel_cx",
"relative_b_in_panel_cy",
"relative_b_in_panel_w",
"relative_b_in_panel_h",
"relative_b_in_panel_area_ratio",
"relative_b_in_panel_aspect",
"predicted_panel_a_x",
"predicted_panel_a_y",
"predicted_panel_a_x2",
"predicted_panel_a_y2",
"predicted_panel_a_cx",
"predicted_panel_a_cy",
"predicted_panel_a_w",
"predicted_panel_a_h",
"predicted_panel_a_area_ratio",
"predicted_panel_a_aspect",
"predicted_panel_b_x",
"predicted_panel_b_y",
"predicted_panel_b_x2",
"predicted_panel_b_y2",
"predicted_panel_b_cx",
"predicted_panel_b_cy",
"predicted_panel_b_w",
"predicted_panel_b_h",
"predicted_panel_b_area_ratio",
"predicted_panel_b_aspect",
"bubble_confidence_a",
"bubble_confidence_b",
"panel_confidence_a",
"panel_confidence_b",
"assignment_a_center_in_panel",
"assignment_a_overlap_area_ratio",
"assignment_a_distance_to_panel_center",
"assignment_a_border_distance",
"assignment_a_second_best_panel_margin",
"assignment_a_overlap_panel_count",
"assignment_b_center_in_panel",
"assignment_b_overlap_area_ratio",
"assignment_b_distance_to_panel_center",
"assignment_b_border_distance",
"assignment_b_second_best_panel_margin",
"assignment_b_overlap_panel_count"
],
"selection": "validation",
"test_metrics": {
"page_full_accuracy": 0.967741935483871,
"page_exact_matches": 30,
"page_count": 31,
"bubble_position_accuracy": 0.9931506849315068,
"bubble_position_correct": 290,
"bubble_position_total": 292,
"global_pairwise_accuracy": 0.9992862241256245,
"global_pairwise_correct": 1400,
"global_pairwise_total": 1401,
"kendall_tau_distance_mean": 0.03225806451612903,
"inversion_count_total": 1,
"panel_order_full_accuracy": 1.0,
"bubble_within_panel_full_accuracy": 0.98989898989899,
"error_categories": {
"wrong_panel_order": {
"pages": 0,
"rate": 0.0
},
"wrong_order_in_panel": {
"pages": 1,
"rate": 0.03225806451612903
},
"wrong_bubble_panel_assignment": {
"pages": 1,
"rate": 0.03225806451612903
},
"bubble_outside_panel": {
"pages": 0,
"rate": 0.0
},
"empty_or_missing_panels": {
"pages": 10,
"rate": 0.3225806451612903
},
"fallback_mangaOrderSort_used": {
"pages": 0,
"rate": 0.0
}
}
},
"postprocess": {
"name": "vertical_small_bubble_repair_v1",
"gap_factor": 1.5,
"max_y_overlap": 0.05,
"max_area_ratio": 0.7
}
}
}
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