TARA-ELF-NET / env2pfam /pythia_light /final_metrics.json
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Upload ELF-NET bidirectional neural network checkpoints (env2pfam + pfam2env)
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{
"train": {
"loss": 14.185515382073142,
"mse": 14.185503005981445,
"mae": 2.41489839553833,
"r2": 0.41983503103256226,
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"r2_median": 0.14171487092971802,
"r2_min": -0.18446409702301025,
"r2_max": 0.46663594245910645,
"cosine_similarity": 0.6183400750160217
},
"val": {
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"mse": 14.853211402893066,
"mae": 2.4977495670318604,
"r2": 0.41088223457336426,
"r2_mean": 0.16360466182231903,
"r2_median": 0.11254703998565674,
"r2_min": -0.6352555751800537,
"r2_max": 0.4856938123703003,
"cosine_similarity": 0.6161171197891235
},
"test": {
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"mse": 14.561346054077148,
"mae": 2.4540226459503174,
"r2": 0.40021586418151855,
"r2_mean": 0.143249973654747,
"r2_median": 0.10639423131942749,
"r2_min": -0.14785397052764893,
"r2_max": 0.4375695586204529,
"cosine_similarity": 0.6081491708755493
}
}