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The training results of the synapse dataset did not converge and Unable to reproduce synapse dataset metrics #83

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2vfbg opened this issue Nov 24, 2024 · 0 comments

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@2vfbg
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2vfbg commented Nov 24, 2024

"mean": {
        "1": {
            "Accuracy": 0.9991817352641955,
            "Dice": 0.896103903369016,
            "False Discovery Rate": 0.1251158695977647,
            "False Negative Rate": 0.04680781043950532,
            "False Omission Rate": 0.00016470453843883684,
            "False Positive Rate": 0.0006559391491918384,
            "Jaccard": 0.8344922396229548,
            "Negative Predictive Value": 0.9998352954615611,
            "Precision": 0.8748841304022353,
            "Recall": 0.9531921895604946,
            "Total Positives Reference": 115561.58333333333,
            "Total Positives Test": 136677.25,
            "True Negative Rate": 0.9993440608508081
        },
        "10": {
            "Accuracy": 0.999821910904957,
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            "False Discovery Rate": 0.21086062110439227,
            "False Negative Rate": 0.23025400787114517,
            "False Omission Rate": 9.289586708113569e-05,
            "False Positive Rate": 8.527219676545313e-05,
            "Jaccard": 0.6384075270219682,
            "Negative Predictive Value": 0.999907104132919,
            "Precision": 0.7891393788956077,
            "Recall": 0.7697459921288546,
            "Total Positives Reference": 15261.75,
            "Total Positives Test": 15087.916666666666,
            "True Negative Rate": 0.9999147278032345
        },
        "11": {
            "Accuracy": 0.9995228866285412,
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            "False Negative Rate": 0.2394006640774752,
            "False Omission Rate": 0.00033373739616786714,
            "False Positive Rate": 0.00014392590972632976,
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            "Negative Predictive Value": 0.9996662626038321,
            "Precision": 0.8596376668921923,
            "Recall": 0.7605993359225248,
            "Total Positives Reference": 42044.916666666664,
            "Total Positives Test": 35516.0,
            "True Negative Rate": 0.9998560740902737
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        "12": {
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            "False Negative Rate": 0.262383548523929,
            "False Omission Rate": 1.5528835696106782e-05,
            "False Positive Rate": 1.973732347583061e-05,
            "Jaccard": 0.5734751059796658,
            "Negative Predictive Value": 0.9999844711643039,
            "Precision": 0.7331353116736277,
            "Recall": 0.7376164514760709,
            "Total Positives Reference": 2093.3333333333335,
            "Total Positives Test": 2183.25,
            "True Negative Rate": 0.9999802626765241
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        "13": {
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            "False Discovery Rate": 0.2765974232572032,
            "False Negative Rate": 0.22970566304051185,
            "False Omission Rate": 1.7355362071529167e-05,
            "False Positive Rate": 2.2581624502915343e-05,
            "Jaccard": 0.5827629202114354,
            "Negative Predictive Value": 0.9999826446379285,
            "Precision": 0.7234025767427968,
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            "Total Positives Reference": 2450.75,
            "Total Positives Test": 2620.75,
            "True Negative Rate": 0.9999774183754971
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        "2": {
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            "False Discovery Rate": 0.11757875670638902,
            "False Negative Rate": 0.1256129914267801,
            "False Omission Rate": 0.0001346455857476757,
            "False Positive Rate": 0.0001223629756049819,
            "Jaccard": 0.8346302527994944,
            "Negative Predictive Value": 0.9998653544142524,
            "Precision": 0.8824212432936109,
            "Recall": 0.8743870085732199,
            "Total Positives Reference": 73265.0,
            "Total Positives Test": 73004.08333333333,
            "True Negative Rate": 0.9998776370243948
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        "3": {
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            "False Omission Rate": 0.0001317477375961517,
            "False Positive Rate": 0.00011932483040266728,
            "Jaccard": 0.836440880004182,
            "Negative Predictive Value": 0.999868252262404,
            "Precision": 0.8834502794191977,
            "Recall": 0.8661974480986766,
            "Total Positives Reference": 73942.5,
            "Total Positives Test": 73614.16666666667,
            "True Negative Rate": 0.9998806751695973
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        "4": {
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            "False Negative Rate": 0.24510304982732778,
            "False Omission Rate": 4.839642736638873e-05,
            "False Positive Rate": 3.6833092697382185e-05,
            "Jaccard": 0.6120591974186808,
            "Negative Predictive Value": 0.9999516035726336,
            "Precision": 0.765968555226498,
            "Recall": 0.7548969501726723,
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            "Total Positives Test": 9268.416666666666,
            "True Negative Rate": 0.9999631669073025
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        "5": {
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            "False Negative Rate": 0.18914997573111628,
            "False Omission Rate": 3.635061883494044e-05,
            "False Positive Rate": 3.6086656668978444e-05,
            "Jaccard": 0.655779098532441,
            "Negative Predictive Value": 0.9999636493811651,
            "Precision": 0.793117643786906,
            "Recall": 0.8108500242688838,
            "Total Positives Reference": 6148.5,
            "Total Positives Test": 6208.416666666667,
            "True Negative Rate": 0.999963913343331
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        "6": {
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            "False Negative Rate": 0.027507972673612786,
            "False Omission Rate": 0.0006452477956841122,
            "False Positive Rate": 0.0008159501417885351,
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            "Negative Predictive Value": 0.999354752204316,
            "Precision": 0.9669822864664718,
            "Recall": 0.9724920273263873,
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            "Total Positives Test": 818516.8333333334,
            "True Negative Rate": 0.9991840498582115
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        "7": {
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            "Dice": 0.8535692131396754,
            "False Discovery Rate": 0.08804990335193363,
            "False Negative Rate": 0.18475701063968267,
            "False Omission Rate": 0.0013524746780792423,
            "False Positive Rate": 0.0004178531167558323,
            "Jaccard": 0.7720450285995436,
            "Negative Predictive Value": 0.9986475253219206,
            "Precision": 0.9119500966480665,
            "Recall": 0.8152429893603172,
            "Total Positives Reference": 220097.5,
            "Total Positives Test": 185033.08333333334,
            "True Negative Rate": 0.9995821468832441
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        "8": {
            "Accuracy": 0.9998432329145222,
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            "False Discovery Rate": 0.07532573926266029,
            "False Negative Rate": 0.06958808239780646,
            "False Omission Rate": 7.088251279565375e-05,
            "False Positive Rate": 8.606319049348869e-05,
            "Jaccard": 0.8636643929690194,
            "Negative Predictive Value": 0.9999291174872044,
            "Precision": 0.9246742607373397,
            "Recall": 0.9304119176021936,
            "Total Positives Reference": 36828.0,
            "Total Positives Test": 37505.166666666664,
            "True Negative Rate": 0.9999139368095064
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        "9": {
            "Accuracy": 0.9997228306757401,
            "Dice": 0.8876251105454821,
            "False Discovery Rate": 0.08929202566542667,
            "False Negative Rate": 0.1319592744315661,
            "False Omission Rate": 0.0001694885068812453,
            "False Positive Rate": 0.00010804955927647593,
            "Jaccard": 0.800118718620432,
            "Negative Predictive Value": 0.9998305114931187,
            "Precision": 0.9107079743345733,
            "Recall": 0.8680407255684338,
            "Total Positives Reference": 46719.333333333336,
            "Total Positives Test": 44545.583333333336,
            "True Negative Rate": 0.9998919504407234
        }
    }

FB675B04@A658870D BA9D4267

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