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author | Christoph Helma <helma@in-silico.ch> | 2021-02-17 23:11:49 +0100 |
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committer | Christoph Helma <helma@in-silico.ch> | 2021-02-17 23:11:49 +0100 |
commit | 9d7b4aaff715e731ba81bf131dfaa9de5a9d0fdd (patch) | |
tree | 7a84e5a702a1e0cb8d10c8512da822b2b8c9a5c1 /crossvalidations/summary.yaml | |
parent | 3bfc5bfb57e8f130b1b3d9a90fc34744278ef6b5 (diff) |
cleanup, scripts adjusted, improved figures
Diffstat (limited to 'crossvalidations/summary.yaml')
-rw-r--r-- | crossvalidations/summary.yaml | 240 |
1 files changed, 240 insertions, 0 deletions
diff --git a/crossvalidations/summary.yaml b/crossvalidations/summary.yaml new file mode 100644 index 0000000..40004e4 --- /dev/null +++ b/crossvalidations/summary.yaml @@ -0,0 +1,240 @@ +--- +:cv: + lazar-mp2d-all: + :tp: 3334 + :fp: 830 + :tn: 3054 + :fn: 572 + :n: 7790 + :acc: 0.82 + :tpr: 0.85 + :fpr: 0.21 + :tnr: 0.79 + :ppv: 0.8 + :npv: 0.84 + :acc_perc: 82 + :tpr_perc: 85 + :tnr_perc: 79 + :ppv_perc: 80 + :npv_perc: 84 + lazar-mp2d-high-confidence: + :tp: 2807 + :fp: 560 + :tn: 2089 + :fn: 352 + :n: 5808 + :acc: 0.84 + :tpr: 0.89 + :fpr: 0.21 + :tnr: 0.79 + :ppv: 0.83 + :npv: 0.86 + :acc_perc: 84 + :tpr_perc: 89 + :tnr_perc: 79 + :ppv_perc: 83 + :npv_perc: 86 + lazar-cdk-all: + :tp: 700 + :fp: 1583 + :tn: 2410 + :fn: 3390 + :n: 8083 + :acc: 0.38 + :tpr: 0.17 + :fpr: 0.4 + :tnr: 0.6 + :ppv: 0.31 + :npv: 0.42 + :acc_perc: 38 + :tpr_perc: 17 + :tnr_perc: 60 + :ppv_perc: 31 + :npv_perc: 42 + lazar-cdk-high-confidence: + :tp: 700 + :fp: 1583 + :tn: 2410 + :fn: 3390 + :n: 8083 + :acc: 0.38 + :tpr: 0.17 + :fpr: 0.4 + :tnr: 0.6 + :ppv: 0.31 + :npv: 0.42 + :acc_perc: 38 + :tpr_perc: 17 + :tnr_perc: 60 + :ppv_perc: 31 + :npv_perc: 42 + tensorflow-rf-mp2d: + :tp: 3197 + :fp: 893 + :tn: 3458 + :fn: 742 + :n: 8290 + :acc: 0.8 + :tpr: 0.81 + :fpr: 0.21 + :tnr: 0.79 + :ppv: 0.78 + :npv: 0.82 + :acc_perc: 80 + :tpr_perc: 81 + :tnr_perc: 79 + :ppv_perc: 78 + :npv_perc: 82 + tensorflow-lr-mp2d: + :tp: 3414 + :fp: 676 + :tn: 3541 + :fn: 659 + :n: 8290 + :acc: 0.84 + :tpr: 0.84 + :fpr: 0.16 + :tnr: 0.84 + :ppv: 0.83 + :npv: 0.84 + :acc_perc: 84 + :tpr_perc: 84 + :tnr_perc: 84 + :ppv_perc: 83 + :npv_perc: 84 + tensorflow-lr2-mp2d: + :tp: 3398 + :fp: 692 + :tn: 3560 + :fn: 640 + :n: 8290 + :acc: 0.84 + :tpr: 0.84 + :fpr: 0.16 + :tnr: 0.84 + :ppv: 0.83 + :npv: 0.85 + :acc_perc: 84 + :tpr_perc: 84 + :tnr_perc: 84 + :ppv_perc: 83 + :npv_perc: 85 + tensorflow-nn-mp2d: + :tp: 3375 + :fp: 715 + :tn: 3585 + :fn: 615 + :n: 8290 + :acc: 0.84 + :tpr: 0.85 + :fpr: 0.17 + :tnr: 0.83 + :ppv: 0.83 + :npv: 0.85 + :acc_perc: 84 + :tpr_perc: 85 + :tnr_perc: 83 + :ppv_perc: 83 + :npv_perc: 85 + tensorflow-svm-mp2d: + :tp: 3390 + :fp: 700 + :tn: 3611 + :fn: 589 + :n: 8290 + :acc: 0.84 + :tpr: 0.85 + :fpr: 0.16 + :tnr: 0.84 + :ppv: 0.83 + :npv: 0.86 + :acc_perc: 84 + :tpr_perc: 85 + :tnr_perc: 84 + :ppv_perc: 83 + :npv_perc: 86 + tensorflow-rf-cdk: + :tp: 3273 + :fp: 747 + :tn: 3483 + :fn: 562 + :n: 8065 + :acc: 0.84 + :tpr: 0.85 + :fpr: 0.18 + :tnr: 0.82 + :ppv: 0.81 + :npv: 0.86 + :acc_perc: 84 + :tpr_perc: 85 + :tnr_perc: 82 + :ppv_perc: 81 + :npv_perc: 86 + tensorflow-lr-cdk: + :tp: 3252 + :fp: 768 + :tn: 3165 + :fn: 880 + :n: 8065 + :acc: 0.8 + :tpr: 0.79 + :fpr: 0.2 + :tnr: 0.8 + :ppv: 0.81 + :npv: 0.78 + :acc_perc: 80 + :tpr_perc: 79 + :tnr_perc: 80 + :ppv_perc: 81 + :npv_perc: 78 + tensorflow-lr2-cdk: + :tp: 3215 + :fp: 805 + :tn: 3251 + :fn: 794 + :n: 8065 + :acc: 0.8 + :tpr: 0.8 + :fpr: 0.2 + :tnr: 0.8 + :ppv: 0.8 + :npv: 0.8 + :acc_perc: 80 + :tpr_perc: 80 + :tnr_perc: 80 + :ppv_perc: 80 + :npv_perc: 80 + tensorflow-nn-cdk: + :tp: 3419 + :fp: 601 + :tn: 3435 + :fn: 610 + :n: 8065 + :acc: 0.85 + :tpr: 0.85 + :fpr: 0.15 + :tnr: 0.85 + :ppv: 0.85 + :npv: 0.85 + :acc_perc: 85 + :tpr_perc: 85 + :tnr_perc: 85 + :ppv_perc: 85 + :npv_perc: 85 + tensorflow-svm-cdk: + :tp: 3292 + :fp: 728 + :tn: 3332 + :fn: 713 + :n: 8065 + :acc: 0.82 + :tpr: 0.82 + :fpr: 0.18 + :tnr: 0.82 + :ppv: 0.82 + :npv: 0.82 + :acc_perc: 82 + :tpr_perc: 82 + :tnr_perc: 82 + :ppv_perc: 82 + :npv_perc: 82 |