neuro-ssl / data /final_report.json
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Deploy NeuroSSL dementia classifier application
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{
"cross_validation": {
"n_folds": 1,
"metrics": {
"test_auc": {
"mean": 0.8927442022563707,
"std": 0.0
},
"test_auprc": {
"mean": 0.6400066633536523,
"std": 0.0
},
"test_f1": {
"mean": 0.5650997293775684,
"std": 0.0
},
"test_mcc": {
"mean": 0.4626629343517019,
"std": 0.0
},
"test_kappa": {
"mean": 0.3640189807009344,
"std": 0.0
},
"test_brier": {
"mean": 0.25321514268945916,
"std": 0.0
},
"test_sensitivity": {
"mean": 0.9778009018349713,
"std": 0.0
},
"test_specificity": {
"mean": 0.5760610868697182,
"std": 0.0
}
}
},
"calibration": {
"temperature": 1.6994811296463013,
"ece_before": 0.5400210692875276,
"ece_after": 0.4407205309405988
},
"best_fold": 0,
"datasets": {
"oasis_slices": 86437,
"ixi_slices": 34762
}
}