tensorflow cv with fixed mutagenicity outcome

1 files changed, 136 insertions, 68 deletions

diff --git a/10-fold-crossvalidations/summary.yaml b/10-fold-crossvalidations/summary.yaml
index 08c0b40..d909870 100644
--- a/10-fold-crossvalidations/summary.yaml
+++ b/10-fold-crossvalidations/summary.yaml
@@ -119,71 +119,139 @@
     :tnr_perc: 24
     :ppv_perc: 53
     :npv_perc: 67
-  tensorflow-rf.v3:
-    :tp: 2362
-    :fp: 1243
-    :tn: 2835
-    :fn: 1640
-    :n: 8080
-    :acc: 0.64
-    :tpr: 0.59
-    :fpr: 0.3
-    :tnr: 0.7
-    :ppv: 0.66
-    :npv: 0.63
-    :acc_perc: 64
-    :tpr_perc: 59
-    :tnr_perc: 70
-    :ppv_perc: 66
-    :npv_perc: 63
-  tensorflow-lr.v3:
-    :tp: 2395
-    :fp: 1427
-    :tn: 2651
-    :fn: 1607
-    :n: 8080
-    :acc: 0.62
-    :tpr: 0.6
-    :fpr: 0.35
-    :tnr: 0.65
-    :ppv: 0.63
-    :npv: 0.62
-    :acc_perc: 62
-    :tpr_perc: 60
-    :tnr_perc: 65
-    :ppv_perc: 63
-    :npv_perc: 62
-  tensorflow-lr2.v3:
-    :tp: 2487
-    :fp: 1497
-    :tn: 2581
-    :fn: 1515
-    :n: 8080
-    :acc: 0.63
-    :tpr: 0.62
-    :fpr: 0.37
-    :tnr: 0.63
-    :ppv: 0.62
-    :npv: 0.63
-    :acc_perc: 63
-    :tpr_perc: 62
-    :tnr_perc: 63
-    :ppv_perc: 62
-    :npv_perc: 63
-  tensorflow-nn.v3:
-    :tp: 2452
-    :fp: 1468
-    :tn: 2610
-    :fn: 1550
-    :n: 8080
-    :acc: 0.63
-    :tpr: 0.61
-    :fpr: 0.36
-    :tnr: 0.64
-    :ppv: 0.63
-    :npv: 0.63
-    :acc_perc: 63
-    :tpr_perc: 61
-    :tnr_perc: 64
-    :ppv_perc: 63
-    :npv_perc: 63
+  tensorflow-rf-cdk:
+    :tp: 3258
+    :fp: 762
+    :tn: 3453
+    :fn: 592
+    :n: 8065
+    :acc: 0.83
+    :tpr: 0.85
+    :fpr: 0.18
+    :tnr: 0.82
+    :ppv: 0.81
+    :npv: 0.85
+    :acc_perc: 83
+    :tpr_perc: 85
+    :tnr_perc: 82
+    :ppv_perc: 81
+    :npv_perc: 85
+  tensorflow-lr-cdk:
+    :tp: 3010
+    :fp: 1010
+    :tn: 3140
+    :fn: 905
+    :n: 8065
+    :acc: 0.76
+    :tpr: 0.77
+    :fpr: 0.24
+    :tnr: 0.76
+    :ppv: 0.75
+    :npv: 0.78
+    :acc_perc: 76
+    :tpr_perc: 77
+    :tnr_perc: 76
+    :ppv_perc: 75
+    :npv_perc: 78
+  tensorflow-lr2-cdk:
+    :tp: 3163
+    :fp: 857
+    :tn: 3143
+    :fn: 902
+    :n: 8065
+    :acc: 0.78
+    :tpr: 0.78
+    :fpr: 0.21
+    :tnr: 0.79
+    :ppv: 0.79
+    :npv: 0.78
+    :acc_perc: 78
+    :tpr_perc: 78
+    :tnr_perc: 79
+    :ppv_perc: 79
+    :npv_perc: 78
+  tensorflow-nn-cdk:
+    :tp: 3273
+    :fp: 747
+    :tn: 3213
+    :fn: 832
+    :n: 8065
+    :acc: 0.8
+    :tpr: 0.8
+    :fpr: 0.19
+    :tnr: 0.81
+    :ppv: 0.81
+    :npv: 0.79
+    :acc_perc: 80
+    :tpr_perc: 80
+    :tnr_perc: 81
+    :ppv_perc: 81
+    :npv_perc: 79
+  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