hsfast-ml / models /training_meta.json
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Deploy hsFAST ML service — ESM2-150M gated model (epoch 4)
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{
"modelVersion": "v4.0-structural",
"algorithm": "GradBoost",
"nVariants": 1141,
"nProteins": 27,
"nFeatures": 61,
"cvLabel": "Random-5Fold",
"cvResults": {
"RandomForest": {
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"cv_rmse": 1.225856731118045,
"cv_pcc": 0.6329755181631006
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},
"looR2": 0.5416654485869518,
"looRMSE": 1.0259634839915277,
"proteinCvLabel": "Protein-HeldOut-5Fold",
"proteinCvResults": {
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},
"proteinCvR2": 0.18528911316398522,
"proteinCvRMSE": 1.3678622518639159,
"proteinCvPCC": 0.45191314007566397,
"bestModel": "GradBoost",
"inSampleR2": 0.7467029210286137,
"pearsonR": 0.8742428297353331,
"stabilityRange": {
"min": -9.7,
"max": 2.21,
"wt": 0.0,
"unit": "kcal/mol",
"note": "positive = stabilising (S1724 convention)"
},
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