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authorChristoph Helma <helma@in-silico.ch>2021-02-22 23:26:29 +0100
committerChristoph Helma <helma@in-silico.ch>2021-02-22 23:26:29 +0100
commited83d4c5347ebf43b2de55782b290b66bada4561 (patch)
treeddf3ee1eb6d4f5d250835345798086b5204a23ee /crossvalidations/summary.yaml
parent3af0c3d5c5b7f7d506a4582bbe3dca7d22bbefcc (diff)
more script consolidations
Diffstat (limited to 'crossvalidations/summary.yaml')
-rw-r--r--crossvalidations/summary.yaml350
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