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pastmodels.txt
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Test, Logistic, 0 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.516, Recall: 0.946, Fscore: 0.52
Test, Logistic, 1 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.849, Recall: 0.903, Fscore: 0.874
Test, Logistic, 2 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.601, Recall: 0.865, Fscore: 0.658
Test, Logistic, 3 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.531, Recall: 0.898, Fscore: 0.552
Test, Logistic, 4 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.529, Recall: 0.892, Fscore: 0.549
Test, Logistic, 5 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.545, Recall: 0.901, Fscore: 0.577
Test, Logistic, 6 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.517, Recall: 0.898, Fscore: 0.523
Test, Logistic, 7 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.563, Recall: 0.893, Fscore: 0.607
Test, Logistic, 8 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.523, Recall: 0.894, Fscore: 0.536
Test, Logistic, 9 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.539, Recall: 0.895, Fscore: 0.567
Test, Logistic, 10 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.568, Recall: 0.929, Fscore: 0.616
Test, Logistic, 11 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.546, Recall: 0.921, Fscore: 0.58
Test, Logistic, 12 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.641, Recall: 0.922, Fscore: 0.71
Test, Logistic, 13 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.547, Recall: 0.916, Fscore: 0.582
Test, Logistic, 14 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.586, Recall: 0.92, Fscore: 0.642
Test, Logistic, 15 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.524, Recall: 0.919, Fscore: 0.538
Test, Logistic, 16 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.528, Recall: 0.926, Fscore: 0.546
Test, Logistic, 17 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.582, Recall: 0.93, Fscore: 0.636
Test, Logistic, 18 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.575, Recall: 0.96, Fscore: 0.626
Test, Logistic, 19 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.53, Recall: 0.947, Fscore: 0.55
Test, Logistic, 20 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.523, Recall: 0.918, Fscore: 0.536
Test, Logistic, 21 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.526, Recall: 0.974, Fscore: 0.541
Test, Logistic, 22 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.62, Recall: 0.952, Fscore: 0.688
Test, Logistic, 23 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.521, Recall: 0.956, Fscore: 0.53
Test, Logistic, 24 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.527, Recall: 0.951, Fscore: 0.545
Test, Logistic, 25 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.572, Recall: 0.949, Fscore: 0.622
Test, Logistic, 0 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.512, Recall: 0.903, Fscore: 0.508
Test, Logistic, 1 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.55, Recall: 0.887, Fscore: 0.586
Test, Logistic, 2 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.901, Recall: 0.913, Fscore: 0.907
Test, Logistic, 3 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.568, Recall: 0.939, Fscore: 0.616
Test, Logistic, 4 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.523, Recall: 0.913, Fscore: 0.535
Test, Logistic, 5 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.51, Recall: 0.892, Fscore: 0.5
Test, Logistic, 6 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.548, Recall: 0.937, Fscore: 0.584
Test, Logistic, 7 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.557, Recall: 0.943, Fscore: 0.598
Test, Logistic, 8 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.508, Recall: 0.899, Fscore: 0.489
Test, Logistic, 9 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.516, Recall: 0.925, Fscore: 0.518
Test, Logistic, 10 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.514, Recall: 0.894, Fscore: 0.515
Test, Logistic, 11 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.517, Recall: 0.898, Fscore: 0.522
Test, Logistic, 12 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.517, Recall: 0.879, Fscore: 0.523
Test, Logistic, 13 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.512, Recall: 0.932, Fscore: 0.507
Test, Logistic, 14 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.51, Recall: 0.912, Fscore: 0.5
Test, Logistic, 15 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.51, Recall: 0.913, Fscore: 0.502
Test, Logistic, 16 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.51, Recall: 0.908, Fscore: 0.502
Test, Logistic, 17 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.508, Recall: 0.917, Fscore: 0.491
Test, Logistic, 18 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.508, Recall: 0.893, Fscore: 0.492
Test, Logistic, 19 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.509, Recall: 0.899, Fscore: 0.498
Test, Logistic, 20 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.51, Recall: 0.913, Fscore: 0.502
Test, Logistic, 21 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.509, Recall: 0.908, Fscore: 0.497
Test, Logistic, 22 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.512, Recall: 0.913, Fscore: 0.508
Test, Logistic, 23 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.513, Recall: 0.948, Fscore: 0.508
Test, Logistic, 24 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.512, Recall: 0.918, Fscore: 0.508
Test, Logistic, 25 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.508, Recall: 0.897, Fscore: 0.491
Test, Random Forest, 0 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.529, Recall: 0.941, Fscore: 0.549
Test, Random Forest, 1 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.53, Recall: 0.862, Fscore: 0.551
Test, Random Forest, 2 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.533, Recall: 0.898, Fscore: 0.556
Test, Random Forest, 3 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.525, Recall: 0.929, Fscore: 0.539
Test, Random Forest, 4 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.522, Recall: 0.922, Fscore: 0.533
Test, Random Forest, 5 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.592, Recall: 0.925, Fscore: 0.65
Test, Random Forest, 6 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.557, Recall: 0.918, Fscore: 0.598
Test, Random Forest, 7 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.538, Recall: 0.925, Fscore: 0.566
Test, Random Forest, 8 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.534, Recall: 0.909, Fscore: 0.558
Test, Random Forest, 9 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.569, Recall: 0.894, Fscore: 0.615
Test, Random Forest, 10 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.81, Recall: 0.908, Fscore: 0.852
Test, Random Forest, 11 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.662, Recall: 0.897, Fscore: 0.729
Test, Random Forest, 12 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.615, Recall: 0.941, Fscore: 0.681
Test, Random Forest, 13 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.542, Recall: 0.936, Fscore: 0.573
Test, Random Forest, 14 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.781, Recall: 0.938, Fscore: 0.842
Test, Random Forest, 15 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.578, Recall: 0.94, Fscore: 0.63
Test, Random Forest, 16 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.52, Recall: 0.911, Fscore: 0.53
Test, Random Forest, 17 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.551, Recall: 0.967, Fscore: 0.588
Test, Random Forest, 18 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.516, Recall: 0.912, Fscore: 0.521
Test, Random Forest, 19 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.593, Recall: 0.925, Fscore: 0.651
Test, Random Forest, 20 principal components, Oversampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.514, Recall: 0.912, Fscore: 0.513
Test, Random Forest, 0 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.512, Recall: 0.938, Fscore: 0.508
Test, Random Forest, 1 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.606, Recall: 0.911, Fscore: 0.667
Test, Random Forest, 2 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.517, Recall: 0.898, Fscore: 0.523
Test, Random Forest, 3 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.524, Recall: 0.924, Fscore: 0.538
Test, Random Forest, 4 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.537, Recall: 0.884, Fscore: 0.563
Test, Random Forest, 5 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.54, Recall: 0.905, Fscore: 0.57
Test, Random Forest, 6 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.541, Recall: 0.935, Fscore: 0.571
Test, Random Forest, 7 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.551, Recall: 0.907, Fscore: 0.588
Test, Random Forest, 8 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.527, Recall: 0.916, Fscore: 0.545
Test, Random Forest, 9 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.515, Recall: 0.899, Fscore: 0.516
Test, Random Forest, 10 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.531, Recall: 0.913, Fscore: 0.553
Test, Random Forest, 11 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.529, Recall: 0.922, Fscore: 0.548
Test, Random Forest, 12 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.508, Recall: 0.909, Fscore: 0.493
Test, Random Forest, 13 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.509, Recall: 0.919, Fscore: 0.493
Test, Random Forest, 14 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.525, Recall: 0.915, Fscore: 0.541
Test, Random Forest, 15 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.533, Recall: 0.928, Fscore: 0.557
Test, Random Forest, 16 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.599, Recall: 0.89, Fscore: 0.657
Test, Random Forest, 17 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.523, Recall: 0.943, Fscore: 0.536
Test, Random Forest, 18 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.509, Recall: 0.893, Fscore: 0.496
Test, Random Forest, 19 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.521, Recall: 0.921, Fscore: 0.531
Test, Random Forest, 20 principal components, Undersampling
Time, V1, V2, V3, V4, V5, V6, V7, V8, V9, V10, V11, V12, V13, V14, V15, V16, V17, V18, V19, V20, V21, V22, V23, V24, V25, V26, V27, V28, Amount,
Precision: 0.52, Recall: 0.941, Fscore: 0.53