efficientnet eval_test

efficientnet/eval_test.json

@@ -0,0 +1,152 @@
+{
+  "backbone": "efficientnet",
+  "age_range": "all",
+  "raw": {
+    "n": 673,
+    "mae": 2.9013785540858312,
+    "median_ae": 1.5625,
+    "rmse": 4.711129563182766,
+    "bias_me": -0.0626040124189092,
+    "std_err": 4.710713586997589,
+    "p90_ae": 7.5,
+    "max_ae": 29.953125,
+    "r2": 0.9397311210638594,
+    "pearson_r": 0.969535588744091,
+    "spearman_rho": 0.959540049898999
+  },
+  "bias_corrected": {
+    "n": 673,
+    "mae": 3.1802482988691194,
+    "median_ae": 1.7934387799327882,
+    "rmse": 4.998320444786215,
+    "bias_me": 0.21537843932436126,
+    "std_err": 4.993677942823512,
+    "p90_ae": 7.7748868025158275,
+    "max_ae": 30.04460422887728,
+    "r2": 0.9321591613668941,
+    "pearson_r": 0.9695355887440921,
+    "spearman_rho": 0.959540049898999
+  },
+  "age_bias_slope_raw": -0.04444296774817713,
+  "age_bias_slope_corrected": 0.02515369707641352,
+  "correction": {
+    "a": 0.9321109946507826,
+    "b": 1.3104531884303443
+  },
+  "per_age_bin": [
+    {
+      "group": "0-2y",
+      "mae": 0.3736184298739595,
+      "n": 59
+    },
+    {
+      "group": "2-5y",
+      "mae": 0.7192789117495219,
+      "n": 48
+    },
+    {
+      "group": "5-12y",
+      "mae": 1.5302956104278564,
+      "n": 126
+    },
+    {
+      "group": "12-18y",
+      "mae": 1.8863303528891668,
+      "n": 72
+    },
+    {
+      "group": "18-25y",
+      "mae": 2.3342273890623573,
+      "n": 171
+    },
+    {
+      "group": "25-50y",
+      "mae": 6.161811546043113,
+      "n": 108
+    },
+    {
+      "group": "50-80y",
+      "mae": 5.649408190437917,
+      "n": 89
+    }
+  ],
+  "per_site": [
+    {
+      "group": "DataSet-10_ABIDE-I",
+      "mae": 3.1283248284283807,
+      "n": 85
+    },
+    {
+      "group": "DataSet-11_ABIDE-II",
+      "mae": 3.412611784758391,
+      "n": 81
+    },
+    {
+      "group": "DataSet-12_ADHD-200",
+      "mae": 1.1847946848188127,
+      "n": 35
+    },
+    {
+      "group": "DataSet-1_BCP",
+      "mae": 0.44908928649411317,
+      "n": 84
+    },
+    {
+      "group": "DataSet-2_Calgary",
+      "mae": 0.9224700182676315,
+      "n": 32
+    },
+    {
+      "group": "DataSet-3_ds002726",
+      "mae": 1.42578125,
+      "n": 4
+    },
+    {
+      "group": "DataSet-5_PTBP",
+      "mae": 1.6231770833333334,
+      "n": 30
+    },
+    {
+      "group": "DataSet-6_IXI",
+      "mae": 6.744883351209687,
+      "n": 82
+    },
+    {
+      "group": "DataSet-7_MPI-Leipzig",
+      "mae": 4.203125,
+      "n": 48
+    },
+    {
+      "group": "DataSet-8_AOMIC-ID1000",
+      "mae": 1.390074823943662,
+      "n": 142
+    },
+    {
+      "group": "DataSet-9_NKI-Rockland",
+      "mae": 5.899375,
+      "n": 50
+    }
+  ],
+  "per_sex": [
+    {
+      "group": "F",
+      "mae": 4.0396956276249245,
+      "n": 185
+    },
+    {
+      "group": "M",
+      "mae": 3.7382435105567753,
+      "n": 258
+    },
+    {
+      "group": "female",
+      "mae": 1.3485576923076923,
+      "n": 78
+    },
+    {
+      "group": "male",
+      "mae": 1.440673828125,
+      "n": 64
+    }
+  ]
+}