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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": 0.0078125,
"r@5": 0.0546875,
"r@10": 0.083984375,
"median_rank": 122.0,
"true_z": 16.520000457763672,
"hungarian_accuracy": 0.021484375,
"mutual_nn_count": 24,
"mutual_nn_precision": 0.041666666666666664,
"top_margin_decile_precision": 0.0196078431372549
},
"anchors_plus_relational": {
"r@1": 0.015625,
"r@5": 0.03515625,
"r@10": 0.056640625,
"median_rank": 182.0,
"true_z": 10.813359260559082,
"hungarian_accuracy": 0.009765625,
"mutual_nn_count": 103,
"mutual_nn_precision": 0.02912621359223301,
"top_margin_decile_precision": 0.0392156862745098
}
},
{
"subset_seed": 1,
"anchors_only": {
"r@1": 0.015625,
"r@5": 0.0546875,
"r@10": 0.0859375,
"median_rank": 113.0,
"true_z": 15.829373359680176,
"hungarian_accuracy": 0.025390625,
"mutual_nn_count": 14,
"mutual_nn_precision": 0.07142857142857142,
"top_margin_decile_precision": 0.0392156862745098
},
"anchors_plus_relational": {
"r@1": 0.017578125,
"r@5": 0.0390625,
"r@10": 0.060546875,
"median_rank": 173.0,
"true_z": 10.927990913391113,
"hungarian_accuracy": 0.013671875,
"mutual_nn_count": 93,
"mutual_nn_precision": 0.043010752688172046,
"top_margin_decile_precision": 0.0392156862745098
}
},
{
"subset_seed": 2,
"anchors_only": {
"r@1": 0.013671875,
"r@5": 0.048828125,
"r@10": 0.095703125,
"median_rank": 114.0,
"true_z": 17.505258560180664,
"hungarian_accuracy": 0.01171875,
"mutual_nn_count": 26,
"mutual_nn_precision": 0.07692307692307693,
"top_margin_decile_precision": 0.0196078431372549
},
"anchors_plus_relational": {
"r@1": 0.0,
"r@5": 0.037109375,
"r@10": 0.080078125,
"median_rank": 181.0,
"true_z": 10.154533386230469,
"hungarian_accuracy": 0.00390625,
"mutual_nn_count": 123,
"mutual_nn_precision": 0.0,
"top_margin_decile_precision": 0.0
}
}
]
}
|
