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-rw-r--r--10-fold-crossvalidations/summary.yaml375
1 files changed, 188 insertions, 187 deletions
diff --git a/10-fold-crossvalidations/summary.yaml b/10-fold-crossvalidations/summary.yaml
index c05db63..08c0b40 100644
--- a/10-fold-crossvalidations/summary.yaml
+++ b/10-fold-crossvalidations/summary.yaml
@@ -1,188 +1,189 @@
---
-lazar-all:
- :tp: 3326
- :fp: 833
- :tn: 3039
- :fn: 583
- :n: 7781
- :acc: 0.82
- :tpr: 0.85
- :fpr: 0.22
- :tnr: 0.78
- :ppv: 0.8
- :npv: 0.84
- :acc_perc: 82
- :tpr_perc: 85
- :tnr_perc: 78
- :ppv_perc: 80
- :npv_perc: 84
-lazar-high-confidence:
- :tp: 2816
- :fp: 571
- :tn: 2138
- :fn: 365
- :n: 5890
- :acc: 0.84
- :tpr: 0.89
- :fpr: 0.21
- :tnr: 0.79
- :ppv: 0.83
- :npv: 0.85
- :acc_perc: 84
- :tpr_perc: 89
- :tnr_perc: 79
- :ppv_perc: 83
- :npv_perc: 85
-lazar-padel-all:
- :tp: 593
- :fp: 466
- :tn: 1777
- :fn: 1253
- :n: 4089
- :acc: 0.58
- :tpr: 0.32
- :fpr: 0.21
- :tnr: 0.79
- :ppv: 0.56
- :npv: 0.59
- :acc_perc: 58
- :tpr_perc: 32
- :tnr_perc: 79
- :ppv_perc: 56
- :npv_perc: 59
-lazar-padel-high-confidence:
- :tp: 593
- :fp: 466
- :tn: 1771
- :fn: 1251
- :n: 4081
- :acc: 0.58
- :tpr: 0.32
- :fpr: 0.21
- :tnr: 0.79
- :ppv: 0.56
- :npv: 0.59
- :acc_perc: 58
- :tpr_perc: 32
- :tnr_perc: 79
- :ppv_perc: 56
- :npv_perc: 59
-R-RF:
- :tp: 2259
- :fp: 1173
- :tn: 2897
- :fn: 1741
- :n: 8070
- :acc: 0.64
- :tpr: 0.56
- :fpr: 0.29
- :tnr: 0.71
- :ppv: 0.66
- :npv: 0.62
- :acc_perc: 64
- :tpr_perc: 56
- :tnr_perc: 71
- :ppv_perc: 66
- :npv_perc: 62
-R-SVM:
- :tp: 2243
- :fp: 1353
- :tn: 2717
- :fn: 1757
- :n: 8070
- :acc: 0.61
- :tpr: 0.56
- :fpr: 0.33
- :tnr: 0.67
- :ppv: 0.62
- :npv: 0.61
- :acc_perc: 61
- :tpr_perc: 56
- :tnr_perc: 67
- :ppv_perc: 62
- :npv_perc: 61
-R-DL:
- :tp: 3517
- :fp: 3099
- :tn: 971
- :fn: 483
- :n: 8070
- :acc: 0.56
- :tpr: 0.88
- :fpr: 0.76
- :tnr: 0.24
- :ppv: 0.53
- :npv: 0.67
- :acc_perc: 56
- :tpr_perc: 88
- :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
+:cv:
+ lazar-all:
+ :tp: 3326
+ :fp: 833
+ :tn: 3039
+ :fn: 583
+ :n: 7781
+ :acc: 0.82
+ :tpr: 0.85
+ :fpr: 0.22
+ :tnr: 0.78
+ :ppv: 0.8
+ :npv: 0.84
+ :acc_perc: 82
+ :tpr_perc: 85
+ :tnr_perc: 78
+ :ppv_perc: 80
+ :npv_perc: 84
+ lazar-high-confidence:
+ :tp: 2816
+ :fp: 571
+ :tn: 2138
+ :fn: 365
+ :n: 5890
+ :acc: 0.84
+ :tpr: 0.89
+ :fpr: 0.21
+ :tnr: 0.79
+ :ppv: 0.83
+ :npv: 0.85
+ :acc_perc: 84
+ :tpr_perc: 89
+ :tnr_perc: 79
+ :ppv_perc: 83
+ :npv_perc: 85
+ lazar-padel-all:
+ :tp: 593
+ :fp: 466
+ :tn: 1777
+ :fn: 1253
+ :n: 4089
+ :acc: 0.58
+ :tpr: 0.32
+ :fpr: 0.21
+ :tnr: 0.79
+ :ppv: 0.56
+ :npv: 0.59
+ :acc_perc: 58
+ :tpr_perc: 32
+ :tnr_perc: 79
+ :ppv_perc: 56
+ :npv_perc: 59
+ lazar-padel-high-confidence:
+ :tp: 593
+ :fp: 466
+ :tn: 1771
+ :fn: 1251
+ :n: 4081
+ :acc: 0.58
+ :tpr: 0.32
+ :fpr: 0.21
+ :tnr: 0.79
+ :ppv: 0.56
+ :npv: 0.59
+ :acc_perc: 58
+ :tpr_perc: 32
+ :tnr_perc: 79
+ :ppv_perc: 56
+ :npv_perc: 59
+ R-RF:
+ :tp: 2259
+ :fp: 1173
+ :tn: 2897
+ :fn: 1741
+ :n: 8070
+ :acc: 0.64
+ :tpr: 0.56
+ :fpr: 0.29
+ :tnr: 0.71
+ :ppv: 0.66
+ :npv: 0.62
+ :acc_perc: 64
+ :tpr_perc: 56
+ :tnr_perc: 71
+ :ppv_perc: 66
+ :npv_perc: 62
+ R-SVM:
+ :tp: 2243
+ :fp: 1353
+ :tn: 2717
+ :fn: 1757
+ :n: 8070
+ :acc: 0.61
+ :tpr: 0.56
+ :fpr: 0.33
+ :tnr: 0.67
+ :ppv: 0.62
+ :npv: 0.61
+ :acc_perc: 61
+ :tpr_perc: 56
+ :tnr_perc: 67
+ :ppv_perc: 62
+ :npv_perc: 61
+ R-DL:
+ :tp: 3517
+ :fp: 3099
+ :tn: 971
+ :fn: 483
+ :n: 8070
+ :acc: 0.56
+ :tpr: 0.88
+ :fpr: 0.76
+ :tnr: 0.24
+ :ppv: 0.53
+ :npv: 0.67
+ :acc_perc: 56
+ :tpr_perc: 88
+ :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
generated by cgit v1.2.3 (git 2.25.1) at 2024-05-20 02:53:50 +0000