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Dear author: may I ask why there is a big gap between the final results of my training and those in your paper? #60

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liaochuanlin opened this issue Sep 25, 2023 · 1 comment

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@liaochuanlin
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"mean": {
"0": {
"Accuracy": 0.9981411858030146,
"Dice": 0.9990577228352164,
"False Discovery Rate": 0.0011644510163759305,
"False Negative Rate": 0.0007191647780758607,
"False Omission Rate": 0.06896922150842583,
"False Positive Rate": 0.10025112646053021,
"Jaccard": 0.9981179285963557,
"Negative Predictive Value": 0.931030778491574,
"Precision": 0.998835548983624,
"Recall": 0.999280835221924,
"Total Positives Reference": 8818659.328767123,
"Total Positives Test": 8822584.849315068,
"True Negative Rate": 0.8997488735394698
},
"1": {
"Accuracy": 0.9974477693695682,
"Dice": 0.806632188989613,
"False Discovery Rate": 0.18348483329748716,
"False Negative Rate": 0.18216677706851542,
"False Omission Rate": 0.001330586076111128,
"False Positive Rate": 0.0012451983567199761,
"Jaccard": 0.689636518668635,
"Negative Predictive Value": 0.998669413923889,
"Precision": 0.8165151667025129,
"Recall": 0.8178332229314845,
"Total Positives Reference": 71735.91780821918,
"Total Positives Test": 70985.54794520549,
"True Negative Rate": 0.9987548016432801
},
"2": {
"Accuracy": 0.9985986292163795,
"Dice": 0.5921522768368525,
"False Discovery Rate": 0.2734049053331573,
"False Negative Rate": 0.4188343056970882,
"False Omission Rate": 0.0009349991583760044,
"False Positive Rate": 0.000470230968993352,
"Jaccard": 0.4609482615097039,
"Negative Predictive Value": 0.9990650008416241,
"Precision": 0.7265950946668426,
"Recall": 0.5811656943029119,
"Total Positives Reference": 21344.64383561644,
"Total Positives Test": 17205.178082191782,
"True Negative Rate": 0.9995297690310067
},
"3": {
"Accuracy": 0.9995000199464822,
"Dice": 0.7779489448052025,
"False Discovery Rate": 0.17003739413404176,
"False Negative Rate": 0.21365629459137245,
"False Omission Rate": 0.00019648618697882313,
"False Positive Rate": 0.0003048707505856154,
"Jaccard": 0.6751649761571616,
"Negative Predictive Value": 0.9998035138130211,
"Precision": 0.8299626058659582,
"Recall": 0.7863437054086276,
"Total Positives Reference": 16260.109589041096,
"Total Positives Test": 17224.424657534248,
"True Negative Rate": 0.9996951292494143
}
}
},

@Amshaker
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Please clarify the question. This is on which benchmark and within which folder?

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