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chromatin-vgae-hic/results/h3_longrange/chr1/ablation_comparison.json

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{
"full": {
"link_pred_test_auc": 0.8234075622985226,
"link_pred_test_ap": 0.7655014442411296,
"compartment_auc_5fold": 0.6998840433881691,
"compartment_ap_5fold": 0.7603240860676495,
"spearman_r_best": 0.3724209840661024,
"spearman_best_dim": 28,
"epochs_ran": 300
},
"local_only": {
"link_pred_test_auc": 0.8741110226537167,
"link_pred_test_ap": 0.8255998137905199,
"compartment_auc_5fold": 0.6318732430529745,
"compartment_ap_5fold": 0.694900080329947,
"spearman_r_best": 0.2658442078707566,
"spearman_best_dim": 60,
"epochs_ran": 300
},
"longrange_only": {
"link_pred_test_auc": 0.6824829586212346,
"link_pred_test_ap": 0.6166244059089492,
"compartment_auc_5fold": 0.576666576603771,
"compartment_ap_5fold": 0.638771522874233,
"spearman_r_best": 0.2590766967646389,
"spearman_best_dim": 31,
"epochs_ran": 300
}
}