sfcn eval_pediatric
Browse files- sfcn/eval_pediatric.json +140 -0
sfcn/eval_pediatric.json
ADDED
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@@ -0,0 +1,140 @@
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| 1 |
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{
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| 2 |
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"backbone": "sfcn",
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| 3 |
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"age_range": [
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| 4 |
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0,
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| 5 |
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25
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| 6 |
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],
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| 7 |
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"raw": {
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| 8 |
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"n": 476,
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| 9 |
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"mae": 1.356584933234238,
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| 10 |
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"median_ae": 1.006076455116272,
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| 11 |
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"rmse": 1.876716589610047,
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| 12 |
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"bias_me": 0.1365744352434613,
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| 13 |
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"std_err": 1.8717405219088186,
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| 14 |
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"p90_ae": 2.96484375,
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| 15 |
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"max_ae": 7.4375,
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| 16 |
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"r2": 0.9453165319978712,
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| 17 |
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"pearson_r": 0.9735658120237055,
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| 18 |
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"spearman_rho": 0.9417482663373195
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| 19 |
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},
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| 20 |
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"bias_corrected": {
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| 21 |
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"n": 476,
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| 22 |
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"mae": 1.3574197547196925,
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| 23 |
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"median_ae": 1.0345774227350375,
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| 24 |
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"rmse": 1.8776604922742532,
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| 25 |
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"bias_me": 0.004286015357946206,
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| 26 |
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"std_err": 1.8776556005614933,
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| 27 |
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"p90_ae": 2.967067221573477,
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| 28 |
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"max_ae": 7.558510462842502,
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| 29 |
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"r2": 0.9452615115950752,
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| 30 |
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"pearson_r": 0.9735658120237048,
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| 31 |
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"spearman_rho": 0.9417482663373195
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| 32 |
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},
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| 33 |
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"age_bias_slope_raw": -0.0062542491720288754,
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| 34 |
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"age_bias_slope_corrected": -0.0028280347618585915,
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| 35 |
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"correction": {
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| 36 |
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"a": 0.9965640686565511,
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| 37 |
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"b": 0.17750229207621
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| 38 |
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},
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| 39 |
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"per_age_bin": [
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| 40 |
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{
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| 41 |
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"group": "0-2y",
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| 42 |
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"mae": 0.25506687656802646,
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| 43 |
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"n": 59
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| 44 |
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},
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| 45 |
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{
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| 46 |
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"group": "2-5y",
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| 47 |
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"mae": 0.6349445780118307,
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| 48 |
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"n": 48
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| 49 |
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},
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| 50 |
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{
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| 51 |
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"group": "5-12y",
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| 52 |
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"mae": 1.3774066236284044,
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| 53 |
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"n": 126
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| 54 |
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},
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| 55 |
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{
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| 56 |
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"group": "12-18y",
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| 57 |
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"mae": 1.6385595401128132,
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| 58 |
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"n": 72
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| 59 |
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},
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| 60 |
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{
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| 61 |
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"group": "18-25y",
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| 62 |
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"mae": 1.8051381362111945,
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| 63 |
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"n": 171
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| 64 |
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}
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| 65 |
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],
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| 66 |
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"per_site": [
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| 67 |
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{
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| 68 |
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"group": "DataSet-10_ABIDE-I",
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| 69 |
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"mae": 2.246188366249816,
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| 70 |
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"n": 73
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| 71 |
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},
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| 72 |
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{
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| 73 |
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"group": "DataSet-11_ABIDE-II",
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| 74 |
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"mae": 1.8590219020843506,
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| 75 |
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"n": 72
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| 76 |
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},
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| 77 |
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{
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| 78 |
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"group": "DataSet-12_ADHD-200",
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| 79 |
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"mae": 1.0604643276759556,
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| 80 |
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"n": 35
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| 81 |
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},
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| 82 |
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{
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| 83 |
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"group": "DataSet-1_BCP",
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| 84 |
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"mae": 0.379969464082803,
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| 85 |
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"n": 84
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| 86 |
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},
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| 87 |
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{
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| 88 |
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"group": "DataSet-2_Calgary",
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| 89 |
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"mae": 0.8514595776796341,
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| 90 |
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"n": 32
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| 91 |
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},
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| 92 |
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{
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| 93 |
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"group": "DataSet-3_ds002726",
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| 94 |
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"mae": 1.44921875,
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| 95 |
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"n": 4
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| 96 |
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},
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| 97 |
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{
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| 98 |
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"group": "DataSet-5_PTBP",
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| 99 |
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"mae": 1.3020833333333333,
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| 100 |
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"n": 30
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| 101 |
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},
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| 102 |
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{
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| 103 |
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"group": "DataSet-6_IXI",
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| 104 |
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"mae": 1.402326265970866,
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| 105 |
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"n": 6
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| 106 |
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},
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| 107 |
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{
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| 108 |
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"group": "DataSet-7_MPI-Leipzig",
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| 109 |
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"mae": 1.5166015625,
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| 110 |
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"n": 16
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| 111 |
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},
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| 112 |
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{
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| 113 |
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"group": "DataSet-8_AOMIC-ID1000",
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| 114 |
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"mae": 1.4039818548387097,
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| 115 |
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"n": 124
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| 116 |
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}
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| 117 |
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],
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| 118 |
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"per_sex": [
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| 119 |
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{
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| 120 |
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"group": "F",
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| 121 |
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"mae": 1.4566011672670192,
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| 122 |
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"n": 88
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| 123 |
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},
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| 124 |
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{
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| 125 |
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"group": "M",
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| 126 |
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"mae": 1.737190144983205,
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| 127 |
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"n": 176
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| 128 |
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},
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| 129 |
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{
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| 130 |
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"group": "female",
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| 131 |
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"mae": 1.3648200757575757,
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| 132 |
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"n": 66
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| 133 |
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},
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| 134 |
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{
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| 135 |
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"group": "male",
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| 136 |
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"mae": 1.4485452586206897,
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| 137 |
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"n": 58
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| 138 |
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}
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| 139 |
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]
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| 140 |
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}
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