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author | Christoph Helma <helma@in-silico.ch> | 2021-02-22 23:26:29 +0100 |
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committer | Christoph Helma <helma@in-silico.ch> | 2021-02-22 23:26:29 +0100 |
commit | ed83d4c5347ebf43b2de55782b290b66bada4561 (patch) | |
tree | ddf3ee1eb6d4f5d250835345798086b5204a23ee /crossvalidations/summary.yaml | |
parent | 3af0c3d5c5b7f7d506a4582bbe3dca7d22bbefcc (diff) |
more script consolidations
Diffstat (limited to 'crossvalidations/summary.yaml')
-rw-r--r-- | crossvalidations/summary.yaml | 350 |
1 files changed, 175 insertions, 175 deletions
diff --git a/crossvalidations/summary.yaml b/crossvalidations/summary.yaml index 40004e4..05ecfec 100644 --- a/crossvalidations/summary.yaml +++ b/crossvalidations/summary.yaml @@ -1,11 +1,11 @@ --- :cv: - lazar-mp2d-all: - :tp: 3334 - :fp: 830 - :tn: 3054 - :fn: 572 - :n: 7790 + mp2d_lazar_all: + :tp: 3327 + :fp: 827 + :tn: 3049 + :fn: 574 + :n: 7777 :acc: 0.82 :tpr: 0.85 :fpr: 0.21 @@ -17,182 +17,182 @@ :tnr_perc: 79 :ppv_perc: 80 :npv_perc: 84 - lazar-mp2d-high-confidence: - :tp: 2807 - :fp: 560 - :tn: 2089 - :fn: 352 - :n: 5808 + mp2d_lazar_high_confidence: + :tp: 2959 + :fp: 639 + :tn: 2302 + :fn: 400 + :n: 6300 :acc: 0.84 - :tpr: 0.89 - :fpr: 0.21 - :tnr: 0.79 - :ppv: 0.83 - :npv: 0.86 + :tpr: 0.88 + :fpr: 0.22 + :tnr: 0.78 + :ppv: 0.82 + :npv: 0.85 :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 + :tpr_perc: 88 + :tnr_perc: 78 + :ppv_perc: 82 + :npv_perc: 85 + mp2d_rf: + :tp: 3196 + :fp: 749 + :tn: 3467 + :fn: 891 + :n: 8303 :acc: 0.8 - :tpr: 0.81 - :fpr: 0.21 - :tnr: 0.79 - :ppv: 0.78 - :npv: 0.82 + :tpr: 0.78 + :fpr: 0.18 + :tnr: 0.82 + :ppv: 0.81 + :npv: 0.8 :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 + :tpr_perc: 78 + :tnr_perc: 82 + :ppv_perc: 81 + :npv_perc: 80 + mp2d_lr: + :tp: 3409 + :fp: 666 + :tn: 3550 + :fn: 678 + :n: 8303 :acc: 0.84 - :tpr: 0.84 + :tpr: 0.83 :fpr: 0.16 :tnr: 0.84 - :ppv: 0.83 + :ppv: 0.84 :npv: 0.84 :acc_perc: 84 - :tpr_perc: 84 + :tpr_perc: 83 :tnr_perc: 84 - :ppv_perc: 83 + :ppv_perc: 84 :npv_perc: 84 - tensorflow-lr2-mp2d: - :tp: 3398 - :fp: 692 - :tn: 3560 - :fn: 640 - :n: 8290 + mp2d_lr2: + :tp: 3392 + :fp: 647 + :tn: 3569 + :fn: 695 + :n: 8303 :acc: 0.84 - :tpr: 0.84 - :fpr: 0.16 - :tnr: 0.84 - :ppv: 0.83 - :npv: 0.85 + :tpr: 0.83 + :fpr: 0.15 + :tnr: 0.85 + :ppv: 0.84 + :npv: 0.84 :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 + :tpr_perc: 83 + :tnr_perc: 85 + :ppv_perc: 84 + :npv_perc: 84 + mp2d_nn: + :tp: 3370 + :fp: 623 + :tn: 3593 + :fn: 717 + :n: 8303 :acc: 0.84 - :tpr: 0.85 - :fpr: 0.17 - :tnr: 0.83 - :ppv: 0.83 - :npv: 0.85 + :tpr: 0.82 + :fpr: 0.15 + :tnr: 0.85 + :ppv: 0.84 + :npv: 0.83 :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 + :tpr_perc: 82 + :tnr_perc: 85 + :ppv_perc: 84 + :npv_perc: 83 + mp2d_svm: + :tp: 3384 + :fp: 599 + :tn: 3617 + :fn: 703 + :n: 8303 :acc: 0.84 - :tpr: 0.85 - :fpr: 0.16 - :tnr: 0.84 - :ppv: 0.83 - :npv: 0.86 + :tpr: 0.83 + :fpr: 0.14 + :tnr: 0.86 + :ppv: 0.85 + :npv: 0.84 :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 + :tpr_perc: 83 + :tnr_perc: 86 + :ppv_perc: 85 + :npv_perc: 84 + cdk_lazar_all: + :tp: 370 + :fp: 345 + :tn: 54 + :fn: 42 + :n: 811 + :acc: 0.52 + :tpr: 0.9 + :fpr: 0.86 + :tnr: 0.14 + :ppv: 0.52 + :npv: 0.56 + :acc_perc: 52 + :tpr_perc: 90 + :tnr_perc: 14 + :ppv_perc: 52 + :npv_perc: 56 + cdk_lazar_high_confidence: + :tp: 370 + :fp: 345 + :tn: 54 + :fn: 42 + :n: 811 + :acc: 0.52 + :tpr: 0.9 + :fpr: 0.86 + :tnr: 0.14 + :ppv: 0.52 + :npv: 0.56 + :acc_perc: 52 + :tpr_perc: 90 + :tnr_perc: 14 + :ppv_perc: 52 + :npv_perc: 56 + cdk_rf: + :tp: 3267 + :fp: 568 + :tn: 3492 + :fn: 750 + :n: 8077 :acc: 0.84 - :tpr: 0.85 - :fpr: 0.18 - :tnr: 0.82 - :ppv: 0.81 - :npv: 0.86 + :tpr: 0.81 + :fpr: 0.14 + :tnr: 0.86 + :ppv: 0.85 + :npv: 0.82 :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 + :tpr_perc: 81 + :tnr_perc: 86 + :ppv_perc: 85 + :npv_perc: 82 + cdk_lr: + :tp: 3247 + :fp: 887 + :tn: 3173 + :fn: 770 + :n: 8077 + :acc: 0.79 + :tpr: 0.81 + :fpr: 0.22 + :tnr: 0.78 + :ppv: 0.79 + :npv: 0.8 + :acc_perc: 79 + :tpr_perc: 81 + :tnr_perc: 78 + :ppv_perc: 79 + :npv_perc: 80 + cdk_lr2: + :tp: 3210 + :fp: 803 + :tn: 3257 + :fn: 807 + :n: 8077 :acc: 0.8 :tpr: 0.8 :fpr: 0.2 @@ -204,12 +204,12 @@ :tnr_perc: 80 :ppv_perc: 80 :npv_perc: 80 - tensorflow-nn-cdk: - :tp: 3419 - :fp: 601 - :tn: 3435 - :fn: 610 - :n: 8065 + cdk_nn: + :tp: 3414 + :fp: 617 + :tn: 3443 + :fn: 603 + :n: 8077 :acc: 0.85 :tpr: 0.85 :fpr: 0.15 @@ -221,12 +221,12 @@ :tnr_perc: 85 :ppv_perc: 85 :npv_perc: 85 - tensorflow-svm-cdk: - :tp: 3292 - :fp: 728 - :tn: 3332 - :fn: 713 - :n: 8065 + cdk_svm: + :tp: 3286 + :fp: 720 + :tn: 3340 + :fn: 731 + :n: 8077 :acc: 0.82 :tpr: 0.82 :fpr: 0.18 |