Datasets:
best_model string | results dict | num_samples int64 | num_classes int64 | num_symptoms int64 | dataset string | ood_dataset string | accelerator_requested string | validation dict | ood_validation dict | data_leakage_checks dict | classification_report_external dict |
|---|---|---|---|---|---|---|---|---|---|---|---|
logreg | {
"logreg": {
"cv_acc_mean": 1,
"holdout_acc": 1,
"holdout_f1_weighted": 1
},
"random_forest": {
"cv_acc_mean": 1,
"holdout_acc": 0.967741935483871,
"holdout_f1_weighted": 0.9713261648745519
},
"extra_trees": {
"cv_acc_mean": 1,
"holdout_acc": 0.9139784946236559,
"holdout_f... | 4,920 | 41 | 131 | itachi9604/disease-symptom-description-dataset | kaushil268/disease-prediction-using-machine-learning | gpu | {
"internal_acc": 1,
"internal_f1_weighted": 1,
"internal_log_loss": 0.048656091953031624,
"internal_brier_multi": 0.0036043764898766664,
"external_acc": 1,
"external_f1_weighted": 1,
"external_log_loss": 0.0568831859938068,
"external_brier_multi": 0.0062678320384409805
} | {
"available": true,
"num_samples": 4920,
"num_classes": 41,
"acc": 1,
"f1_weighted": 1,
"log_loss": 0.045141317622576706,
"brier_multi": 0.0030121676028012387
} | {
"duplicate_symptom_signature_rows": 4616,
"overlap_signature_train_val": 0,
"overlap_signature_train_external": 0,
"overlap_signature_val_external": 0,
"external_split_strategy": "grouped_by_symptom_signature"
} | {
"3": {
"precision": 1,
"recall": 1,
"f1-score": 1,
"support": 6
},
"6": {
"precision": 1,
"recall": 1,
"f1-score": 1,
"support": 6
},
"7": {
"precision": 1,
"recall": 1,
"f1-score": 1,
"support": 6
},
"11": {
"precision": 1,
"recall": 1,
"f1-sc... |
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