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Browse files- __pycache__/bioavailability.cpython-310.pyc +0 -0
- __pycache__/calibrate_kdecay.cpython-310.pyc +0 -0
- __pycache__/coef_surrogate_B_only.cpython-310.pyc +0 -0
- __pycache__/drug_comsol_params.cpython-310.pyc +0 -0
- __pycache__/drug_model_recommend.cpython-310.pyc +0 -0
- __pycache__/drug_pk_params.cpython-310.pyc +0 -0
- outputs_B_only/fold1_coef_model.pt +3 -0
- outputs_B_only/fold1_scalers.npz +3 -0
- outputs_B_only/fold2_coef_model.pt +3 -0
- outputs_B_only/fold2_scalers.npz +3 -0
- outputs_B_only/fold3_coef_model.pt +3 -0
- outputs_B_only/fold3_scalers.npz +3 -0
- outputs_B_only/fold4_coef_model.pt +3 -0
- outputs_B_only/fold4_scalers.npz +3 -0
- outputs_B_only/fold5_coef_model.pt +3 -0
- outputs_B_only/fold5_scalers.npz +3 -0
- outputs_B_only/metrics.json +42 -0
- outputs_B_only/oof_predictions.npz +3 -0
__pycache__/bioavailability.cpython-310.pyc
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__pycache__/calibrate_kdecay.cpython-310.pyc
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__pycache__/coef_surrogate_B_only.cpython-310.pyc
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__pycache__/drug_comsol_params.cpython-310.pyc
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__pycache__/drug_model_recommend.cpython-310.pyc
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__pycache__/drug_pk_params.cpython-310.pyc
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outputs_B_only/fold1_coef_model.pt
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outputs_B_only/fold1_scalers.npz
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outputs_B_only/fold2_coef_model.pt
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outputs_B_only/fold3_coef_model.pt
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outputs_B_only/fold3_scalers.npz
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outputs_B_only/fold4_coef_model.pt
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outputs_B_only/fold4_scalers.npz
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outputs_B_only/fold5_coef_model.pt
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outputs_B_only/fold5_scalers.npz
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outputs_B_only/metrics.json
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{
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"mode": "B_only",
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"logmask": "0000",
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"hidden": [
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128,
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],
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"lam_coef": 0.05,
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"tau": 0.0,
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"wd": 0.0001,
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"B_coef_oof_R2": 0.9993716374738142,
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"B_coef_MAE": 0.4465310275554657,
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"fold_R2": [
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],
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"coef_fit_medR2": 0.9999723703761372,
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"compartment_R2": {
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"c_lymph": 0.9986664924072102,
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"c_vessel": 0.9971015627961606,
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"c_decay": 0.9996808106370736,
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"c_ecm": 0.9993940315907821
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},
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"compartment_MAE": {
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"c_lymph": 0.6780760288238525,
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"c_vessel": 0.33101412653923035,
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"c_decay": 0.23050306737422943,
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"c_ecm": 0.5465308427810669
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},
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"case_MAE_mean": 0.4465309977531433,
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"case_MAE_p90": 0.7701638281345368,
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"case_MAE_max": 1.8688163757324219,
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"coef_reconstruction_MAE": 1.198319648347475e-06,
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"t_max_hr": 72.0,
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"n_cases": 500,
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"runtime_s": 172.1
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}
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outputs_B_only/oof_predictions.npz
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