resnet50 eval_test

resnet50/eval_test.json

@@ -0,0 +1,152 @@
+{
+  "backbone": "resnet50",
+  "age_range": "all",
+  "raw": {
+    "n": 673,
+    "mae": 3.1270411635290993,
+    "median_ae": 1.6015625,
+    "rmse": 4.829697869926607,
+    "bias_me": -0.5970131032290643,
+    "std_err": 4.79265655658179,
+    "p90_ae": 8.309375000000001,
+    "max_ae": 20.40625,
+    "r2": 0.9366592875414826,
+    "pearson_r": 0.9683121275236275,
+    "spearman_rho": 0.9665037537627386
+  },
+  "bias_corrected": {
+    "n": 673,
+    "mae": 3.3876472967633235,
+    "median_ae": 1.9782182425087385,
+    "rmse": 5.13882213447173,
+    "bias_me": 0.2528095701440224,
+    "std_err": 5.13259975558003,
+    "p90_ae": 8.962914103033876,
+    "max_ae": 22.052883219886652,
+    "r2": 0.9282915741250423,
+    "pearson_r": 0.9683121275236279,
+    "spearman_rho": 0.9665037537627386
+  },
+  "age_bias_slope_raw": -0.06344674488806822,
+  "age_bias_slope_corrected": 0.030319925205150956,
+  "correction": {
+    "a": 0.9089926654824725,
+    "b": 1.2829314791163724
+  },
+  "per_age_bin": [
+    {
+      "group": "0-2y",
+      "mae": 0.4127421387929027,
+      "n": 59
+    },
+    {
+      "group": "2-5y",
+      "mae": 0.8118244806925455,
+      "n": 48
+    },
+    {
+      "group": "5-12y",
+      "mae": 1.473359293407864,
+      "n": 126
+    },
+    {
+      "group": "12-18y",
+      "mae": 2.0609437227249146,
+      "n": 72
+    },
+    {
+      "group": "18-25y",
+      "mae": 2.5654408304314864,
+      "n": 171
+    },
+    {
+      "group": "25-50y",
+      "mae": 5.531395064459907,
+      "n": 108
+    },
+    {
+      "group": "50-80y",
+      "mae": 7.540079481146309,
+      "n": 89
+    }
+  ],
+  "per_site": [
+    {
+      "group": "DataSet-10_ABIDE-I",
+      "mae": 2.99790174259859,
+      "n": 85
+    },
+    {
+      "group": "DataSet-11_ABIDE-II",
+      "mae": 2.531089747393573,
+      "n": 81
+    },
+    {
+      "group": "DataSet-12_ADHD-200",
+      "mae": 1.5244375365121023,
+      "n": 35
+    },
+    {
+      "group": "DataSet-1_BCP",
+      "mae": 0.5654090932969537,
+      "n": 84
+    },
+    {
+      "group": "DataSet-2_Calgary",
+      "mae": 0.9672229588031769,
+      "n": 32
+    },
+    {
+      "group": "DataSet-3_ds002726",
+      "mae": 0.861328125,
+      "n": 4
+    },
+    {
+      "group": "DataSet-5_PTBP",
+      "mae": 1.6013020833333333,
+      "n": 30
+    },
+    {
+      "group": "DataSet-6_IXI",
+      "mae": 7.148992049984816,
+      "n": 82
+    },
+    {
+      "group": "DataSet-7_MPI-Leipzig",
+      "mae": 5.052083333333333,
+      "n": 48
+    },
+    {
+      "group": "DataSet-8_AOMIC-ID1000",
+      "mae": 1.849911971830986,
+      "n": 142
+    },
+    {
+      "group": "DataSet-9_NKI-Rockland",
+      "mae": 7.399375,
+      "n": 50
+    }
+  ],
+  "per_sex": [
+    {
+      "group": "F",
+      "mae": 4.825755187627432,
+      "n": 185
+    },
+    {
+      "group": "M",
+      "mae": 3.4810341744459876,
+      "n": 258
+    },
+    {
+      "group": "female",
+      "mae": 1.8569711538461537,
+      "n": 78
+    },
+    {
+      "group": "male",
+      "mae": 1.84130859375,
+      "n": 64
+    }
+  ]
+}