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{
"protocol": "Node affinity is the Hungarian value of the per-pair view anchor matrix (plus optional fixed-assignment relational agreement). Hidden pairs score retrieval and seeds only.",
"samples": 512,
"subsets": [
{
"subset_seed": 0,
"anchors_only": {
"r@1": 0.01171875,
"r@5": 0.0546875,
"r@10": 0.091796875,
"median_rank": 123.0,
"true_z": 16.633230209350586,
"hungarian_accuracy": 0.021484375,
"mutual_nn_count": 21,
"mutual_nn_precision": 0.047619047619047616,
"top_margin_decile_precision": 0.0196078431372549
},
"anchors_plus_relational": {
"r@1": 0.017578125,
"r@5": 0.037109375,
"r@10": 0.05859375,
"median_rank": 183.0,
"true_z": 11.108220100402832,
"hungarian_accuracy": 0.0078125,
"mutual_nn_count": 111,
"mutual_nn_precision": 0.02702702702702703,
"top_margin_decile_precision": 0.058823529411764705
}
},
{
"subset_seed": 1,
"anchors_only": {
"r@1": 0.015625,
"r@5": 0.056640625,
"r@10": 0.0859375,
"median_rank": 113.0,
"true_z": 15.993863105773926,
"hungarian_accuracy": 0.0234375,
"mutual_nn_count": 15,
"mutual_nn_precision": 0.0,
"top_margin_decile_precision": 0.0392156862745098
},
"anchors_plus_relational": {
"r@1": 0.017578125,
"r@5": 0.03125,
"r@10": 0.05078125,
"median_rank": 178.0,
"true_z": 10.917337417602539,
"hungarian_accuracy": 0.01171875,
"mutual_nn_count": 93,
"mutual_nn_precision": 0.043010752688172046,
"top_margin_decile_precision": 0.0392156862745098
}
},
{
"subset_seed": 2,
"anchors_only": {
"r@1": 0.01171875,
"r@5": 0.0546875,
"r@10": 0.095703125,
"median_rank": 117.0,
"true_z": 17.309133529663086,
"hungarian_accuracy": 0.009765625,
"mutual_nn_count": 25,
"mutual_nn_precision": 0.04,
"top_margin_decile_precision": 0.0196078431372549
},
"anchors_plus_relational": {
"r@1": 0.001953125,
"r@5": 0.0390625,
"r@10": 0.072265625,
"median_rank": 176.0,
"true_z": 11.228828430175781,
"hungarian_accuracy": 0.001953125,
"mutual_nn_count": 128,
"mutual_nn_precision": 0.0,
"top_margin_decile_precision": 0.0
}
}
]
}
|
