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out.txt
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out.txt
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PERFORMING A STRATIFIED k-FOLD CROSS VALIDATION WITH 10 FOLDS
Fold1
Number of true events = 11 (total size of test data = 110). Number of predicted events = 17
Fraction of original true events classified as a true event 81.8181818182
Fraction of original true events classified as a false event 18.1818181818
Fraction of false-positive events classified as a 'not an event' 91.9191919192
Fraction of false-positive events classified as a true event 8.08080808081
Fold2
Number of true events = 11 (total size of test data = 110). Number of predicted events = 17
Fraction of original true events classified as a true event 72.7272727273
Fraction of original true events classified as a false event 27.2727272727
Fraction of false-positive events classified as a 'not an event' 90.9090909091
Fraction of false-positive events classified as a true event 9.09090909091
Fold3
Number of true events = 10 (total size of test data = 109). Number of predicted events = 23
Fraction of original true events classified as a true event 60.0
Fraction of original true events classified as a false event 40.0
Fraction of false-positive events classified as a 'not an event' 82.8282828283
Fraction of false-positive events classified as a true event 17.1717171717
Fold4
Number of true events = 10 (total size of test data = 109). Number of predicted events = 13
Fraction of original true events classified as a true event 70.0
Fraction of original true events classified as a false event 30.0
Fraction of false-positive events classified as a 'not an event' 93.9393939394
Fraction of false-positive events classified as a true event 6.06060606061
Fold5
Number of true events = 10 (total size of test data = 109). Number of predicted events = 24
Fraction of original true events classified as a true event 70.0
Fraction of original true events classified as a false event 30.0
Fraction of false-positive events classified as a 'not an event' 82.8282828283
Fraction of false-positive events classified as a true event 17.1717171717
Fold6
Number of true events = 10 (total size of test data = 108). Number of predicted events = 22
Fraction of original true events classified as a true event 70.0
Fraction of original true events classified as a false event 30.0
Fraction of false-positive events classified as a 'not an event' 84.693877551
Fraction of false-positive events classified as a true event 15.306122449
Fold7
Number of true events = 10 (total size of test data = 108). Number of predicted events = 20
Fraction of original true events classified as a true event 80.0
Fraction of original true events classified as a false event 20.0
Fraction of false-positive events classified as a 'not an event' 87.7551020408
Fraction of false-positive events classified as a true event 12.2448979592
Fold8
Number of true events = 10 (total size of test data = 108). Number of predicted events = 21
Fraction of original true events classified as a true event 80.0
Fraction of original true events classified as a false event 20.0
Fraction of false-positive events classified as a 'not an event' 86.7346938776
Fraction of false-positive events classified as a true event 13.2653061224
Fold9
Number of true events = 10 (total size of test data = 108). Number of predicted events = 27
Fraction of original true events classified as a true event 60.0
Fraction of original true events classified as a false event 40.0
Fraction of false-positive events classified as a 'not an event' 78.5714285714
Fraction of false-positive events classified as a true event 21.4285714286
Fold10
Number of true events = 10 (total size of test data = 108). Number of predicted events = 17
Fraction of original true events classified as a true event 80.0
Fraction of original true events classified as a false event 20.0
Fraction of false-positive events classified as a 'not an event' 90.8163265306
Fraction of false-positive events classified as a true event 9.18367346939
SUMMARY
Total number of original true events = 102
Total number of predicted true = 201
Overall fraction of original true events classified as a true event 72.5 +/- 7.7
Overall fraction of original true events classified as a false event 27.5 +/- 7.7
Overall fraction of false-positive events classified as 'not an event' 87.1 +/- 4.6
Overall fraction of false-positive events classified as an event 12.9 +/- 4.6