EEG-IED-Detection / ensembles /ensemble.json
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Release SenuaLab patient-independent EEG IED models v1.0.0
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{
"models": [
"iednet_lite",
"resnet_attention"
],
"test_metrics": {
"accuracy": 0.93014329580348,
"auprc": 0.7211157678062519,
"auroc": 0.8995878534153646,
"balanced_accuracy": 0.8135185936874053,
"f1": 0.6784452296819788,
"false_positives_per_minute": 0.5483592400690847,
"fn": 146,
"fp": 127,
"n": 3908,
"precision": 0.6939759036144578,
"prevalence": 0.11105424769703173,
"sensitivity": 0.663594470046083,
"specificity": 0.9634427173287277,
"threshold": 0.51321724,
"tn": 3347,
"tp": 288
},
"threshold": 0.51321724
}