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Diffstat (limited to 'summary.yaml')
| -rw-r--r-- | summary.yaml | 273 |
1 files changed, 273 insertions, 0 deletions
diff --git a/summary.yaml b/summary.yaml new file mode 100644 index 0000000..07bcd56 --- /dev/null +++ b/summary.yaml @@ -0,0 +1,273 @@ +--- +:pa: + :n: 602 + :lazar: + :mp2d: + :all: + :n: 560 + :mut: 111 + :non_mut: 449 + :n_perc: 93 + :mut_perc: 20 + :non_mut_perc: 80 + :high_confidence: + :n: 301 + :mut: 76 + :non_mut: 225 + :n_perc: 50 + :mut_perc: 25 + :non_mut_perc: 75 + :padel: + :all: + :n: 600 + :mut: 83 + :non_mut: 517 + :n_perc: 100 + :mut_perc: 14 + :non_mut_perc: 86 + :high_confidence: + :n: 0 + :mut: 0 + :non_mut: 0 + :n_perc: 0 + :mut_perc: 0 + :non_mut_perc: 0 + :r: + :rf: + :n: 602 + :mut: 18 + :non_mut: 584 + :n_perc: 100 + :mut_perc: 3 + :non_mut_perc: 97 + :svm: + :n: 602 + :mut: 11 + :non_mut: 591 + :n_perc: 100 + :mut_perc: 2 + :non_mut_perc: 98 + :dl: + :n: 602 + :mut: 521 + :non_mut: 81 + :n_perc: 100 + :mut_perc: 87 + :non_mut_perc: 13 + :tf: + :rf: + :n: 602 + :mut: 186 + :non_mut: 416 + :n_perc: 100 + :mut_perc: 31 + :non_mut_perc: 69 + :lr_sgd: + :n: 602 + :mut: 286 + :non_mut: 316 + :n_perc: 100 + :mut_perc: 48 + :non_mut_perc: 52 + :lr_scikit: + :n: 602 + :mut: 395 + :non_mut: 207 + :n_perc: 100 + :mut_perc: 66 + :non_mut_perc: 34 + :nn: + :n: 602 + :mut: 295 + :non_mut: 307 + :n_perc: 100 + :mut_perc: 49 + :non_mut_perc: 51 +: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 |