| { |
| "B_feature_only": { |
| "n_genes": 1000, |
| "n_pairs_in_gene_set": 8400, |
| "n_genes_with_partners": 882, |
| "expected_precision_random": 0.016816816816816817, |
| "precision_at_k": { |
| "1": 0.08843537414965986, |
| "5": 0.06462585034013606, |
| "10": 0.05691609977324263, |
| "20": 0.04829931972789116, |
| "50": 0.036258503401360546 |
| }, |
| "enrichment_at_k": { |
| "1": 5.2587463556851315, |
| "5": 3.8429300291545188, |
| "10": 3.384475218658892, |
| "20": 2.872084548104956, |
| "50": 2.156086005830904 |
| }, |
| "mAP": 0.04009248237411892, |
| "mAP_std": 0.05886405530889658, |
| "n_queries_mAP": 882 |
| }, |
| "C_resnet4ch_frozen": { |
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| "n_pairs_in_gene_set": 8400, |
| "n_genes_with_partners": 882, |
| "expected_precision_random": 0.016816816816816817, |
| "precision_at_k": { |
| "1": 0.046485260770975055, |
| "5": 0.03106575963718821, |
| "10": 0.0264172335600907, |
| "20": 0.023696145124716555, |
| "50": 0.020294784580498867 |
| }, |
| "enrichment_at_k": { |
| "1": 2.764212827988338, |
| "5": 1.8473032069970845, |
| "10": 1.5708819241982506, |
| "20": 1.4090743440233238, |
| "50": 1.2068148688046647 |
| }, |
| "mAP": 0.02715718454760023, |
| "mAP_std": 0.03239338396468868, |
| "n_queries_mAP": 882 |
| }, |
| "C_subcell_frozen": { |
| "n_genes": 1000, |
| "n_pairs_in_gene_set": 8400, |
| "n_genes_with_partners": 882, |
| "expected_precision_random": 0.016816816816816817, |
| "precision_at_k": { |
| "1": 0.05782312925170068, |
| "5": 0.043310657596371885, |
| "10": 0.03820861678004535, |
| "20": 0.03191609977324263, |
| "50": 0.024784580498866213 |
| }, |
| "enrichment_at_k": { |
| "1": 3.438411078717201, |
| "5": 2.5754373177842567, |
| "10": 2.272048104956268, |
| "20": 1.8978680758017494, |
| "50": 1.4737973760932943 |
| }, |
| "mAP": 0.029925176115061358, |
| "mAP_std": 0.042238282806061594, |
| "n_queries_mAP": 882 |
| }, |
| "random_embeddings": { |
| "n_genes": 1000, |
| "n_pairs_in_gene_set": 8400, |
| "n_genes_with_partners": 882, |
| "expected_precision_random": 0.016816816816816817, |
| "precision_at_k": { |
| "1": 0.01473922902494331, |
| "5": 0.017687074829931974, |
| "10": 0.01802721088435374, |
| "20": 0.018424036281179137, |
| "50": 0.019183673469387756 |
| }, |
| "enrichment_at_k": { |
| "1": 0.8764577259475218, |
| "5": 1.0517492711370262, |
| "10": 1.071975218658892, |
| "20": 1.0955721574344022, |
| "50": 1.1407434402332362 |
| }, |
| "mAP": 0.025828566384638697, |
| "mAP_std": 0.02690860790932397, |
| "n_queries_mAP": 882 |
| } |
| } |
