train_combied_vali_12000.txt

Evaluation Results test_ppa_pos5028_neg166942 for Cutoff Values

Cutoff: 0.00
  TP: 6000, TN: 0
  FP: 6000, FN: 0
  Accuracy: 0.5000
  Precision: 0.5000, Recall: 1.0000
  F1-score: 0.6667

Cutoff: 0.05
  TP: 6000, TN: 1
  FP: 5999, FN: 0
  Accuracy: 0.5001
  Precision: 0.5000, Recall: 1.0000
  F1-score: 0.6667

Cutoff: 0.10
  TP: 5999, TN: 25
  FP: 5975, FN: 1
  Accuracy: 0.5020
  Precision: 0.5010, Recall: 0.9998
  F1-score: 0.6675

Cutoff: 0.15
  TP: 5994, TN: 61
  FP: 5939, FN: 6
  Accuracy: 0.5046
  Precision: 0.5023, Recall: 0.9990
  F1-score: 0.6685

Cutoff: 0.20
  TP: 5979, TN: 144
  FP: 5856, FN: 21
  Accuracy: 0.5102
  Precision: 0.5052, Recall: 0.9965
  F1-score: 0.6705

Cutoff: 0.25
  TP: 5963, TN: 299
  FP: 5701, FN: 37
  Accuracy: 0.5218
  Precision: 0.5112, Recall: 0.9938
  F1-score: 0.6752

Cutoff: 0.30
  TP: 5920, TN: 513
  FP: 5487, FN: 80
  Accuracy: 0.5361
  Precision: 0.5190, Recall: 0.9867
  F1-score: 0.6802

Cutoff: 0.35
  TP: 5854, TN: 795
  FP: 5205, FN: 146
  Accuracy: 0.5541
  Precision: 0.5293, Recall: 0.9757
  F1-score: 0.6863

Cutoff: 0.40
  TP: 5765, TN: 1147
  FP: 4853, FN: 235
  Accuracy: 0.5760
  Precision: 0.5429, Recall: 0.9608
  F1-score: 0.6938

Cutoff: 0.45
  TP: 5658, TN: 1519
  FP: 4481, FN: 342
  Accuracy: 0.5981
  Precision: 0.5580, Recall: 0.9430
  F1-score: 0.7012

Cutoff: 0.50
  TP: 5527, TN: 1937
  FP: 4063, FN: 473
  Accuracy: 0.6220
  Precision: 0.5763, Recall: 0.9212
  F1-score: 0.7090

Cutoff: 0.55
  TP: 5365, TN: 2313
  FP: 3687, FN: 635
  Accuracy: 0.6398
  Precision: 0.5927, Recall: 0.8942
  F1-score: 0.7129

Cutoff: 0.60
  TP: 5186, TN: 2670
  FP: 3330, FN: 814
  Accuracy: 0.6547
  Precision: 0.6090, Recall: 0.8643
  F1-score: 0.7145

Cutoff: 0.65
  TP: 5005, TN: 3038
  FP: 2962, FN: 995
  Accuracy: 0.6703
  Precision: 0.6282, Recall: 0.8342
  F1-score: 0.7167

Cutoff: 0.70
  TP: 4795, TN: 3379
  FP: 2621, FN: 1205
  Accuracy: 0.6812
  Precision: 0.6466, Recall: 0.7992
  F1-score: 0.7148

Cutoff: 0.75
  TP: 4599, TN: 3675
  FP: 2325, FN: 1401
  Accuracy: 0.6895
  Precision: 0.6642, Recall: 0.7665
  F1-score: 0.7117

Cutoff: 0.80
  TP: 4393, TN: 3953
  FP: 2047, FN: 1607
  Accuracy: 0.6955
  Precision: 0.6821, Recall: 0.7322
  F1-score: 0.7063

Cutoff: 0.85
  TP: 4202, TN: 4228
  FP: 1772, FN: 1798
  Accuracy: 0.7025
  Precision: 0.7034, Recall: 0.7003
  F1-score: 0.7019

Cutoff: 0.90
  TP: 4004, TN: 4460
  FP: 1540, FN: 1996
  Accuracy: 0.7053
  Precision: 0.7222, Recall: 0.6673
  F1-score: 0.6937

Cutoff: 0.95
  TP: 3829, TN: 4643
  FP: 1357, FN: 2171
  Accuracy: 0.7060
  Precision: 0.7383, Recall: 0.6382
  F1-score: 0.6846

Cutoff: 1.00
  TP: 3647, TN: 4805
  FP: 1195, FN: 2353
  Accuracy: 0.7043
  Precision: 0.7532, Recall: 0.6078
  F1-score: 0.6728

Cutoff: 1.05
  TP: 3466, TN: 4948
  FP: 1052, FN: 2534
  Accuracy: 0.7012
  Precision: 0.7672, Recall: 0.5777
  F1-score: 0.6591

Cutoff: 1.10
  TP: 3298, TN: 5062
  FP: 938, FN: 2702
  Accuracy: 0.6967
  Precision: 0.7786, Recall: 0.5497
  F1-score: 0.6444

Cutoff: 1.15
  TP: 3109, TN: 5171
  FP: 829, FN: 2891
  Accuracy: 0.6900
  Precision: 0.7895, Recall: 0.5182
  F1-score: 0.6257

Cutoff: 1.20
  TP: 2952, TN: 5266
  FP: 734, FN: 3048
  Accuracy: 0.6848
  Precision: 0.8009, Recall: 0.4920
  F1-score: 0.6095

Cutoff: 1.25
  TP: 2790, TN: 5356
  FP: 644, FN: 3210
  Accuracy: 0.6788
  Precision: 0.8125, Recall: 0.4650
  F1-score: 0.5915

Cutoff: 1.30
  TP: 2629, TN: 5429
  FP: 571, FN: 3371
  Accuracy: 0.6715
  Precision: 0.8216, Recall: 0.4382
  F1-score: 0.5715

Cutoff: 1.35
  TP: 2483, TN: 5496
  FP: 504, FN: 3517
  Accuracy: 0.6649
  Precision: 0.8313, Recall: 0.4138
  F1-score: 0.5526

Cutoff: 1.40
  TP: 2366, TN: 5560
  FP: 440, FN: 3634
  Accuracy: 0.6605
  Precision: 0.8432, Recall: 0.3943
  F1-score: 0.5374

Cutoff: 1.45
  TP: 2220, TN: 5620
  FP: 380, FN: 3780
  Accuracy: 0.6533
  Precision: 0.8538, Recall: 0.3700
  F1-score: 0.5163

Cutoff: 1.50
  TP: 2106, TN: 5660
  FP: 340, FN: 3894
  Accuracy: 0.6472
  Precision: 0.8610, Recall: 0.3510
  F1-score: 0.4987

Cutoff: 1.55
  TP: 1986, TN: 5693
  FP: 307, FN: 4014
  Accuracy: 0.6399
  Precision: 0.8661, Recall: 0.3310
  F1-score: 0.4790

Cutoff: 1.60
  TP: 1879, TN: 5721
  FP: 279, FN: 4121
  Accuracy: 0.6333
  Precision: 0.8707, Recall: 0.3132
  F1-score: 0.4607

Cutoff: 1.65
  TP: 1766, TN: 5746
  FP: 254, FN: 4234
  Accuracy: 0.6260
  Precision: 0.8743, Recall: 0.2943
  F1-score: 0.4404

Cutoff: 1.70
  TP: 1657, TN: 5778
  FP: 222, FN: 4343
  Accuracy: 0.6196
  Precision: 0.8819, Recall: 0.2762
  F1-score: 0.4206

Cutoff: 1.75
  TP: 1546, TN: 5797
  FP: 203, FN: 4454
  Accuracy: 0.6119
  Precision: 0.8839, Recall: 0.2577
  F1-score: 0.3990

Cutoff: 1.80
  TP: 1446, TN: 5813
  FP: 187, FN: 4554
  Accuracy: 0.6049
  Precision: 0.8855, Recall: 0.2410
  F1-score: 0.3789

Cutoff: 1.85
  TP: 1355, TN: 5835
  FP: 165, FN: 4645
  Accuracy: 0.5992
  Precision: 0.8914, Recall: 0.2258
  F1-score: 0.3604

Cutoff: 1.90
  TP: 1269, TN: 5855
  FP: 145, FN: 4731
  Accuracy: 0.5937
  Precision: 0.8975, Recall: 0.2115
  F1-score: 0.3423

Cutoff: 1.95
  TP: 1188, TN: 5875
  FP: 125, FN: 4812
  Accuracy: 0.5886
  Precision: 0.9048, Recall: 0.1980
  F1-score: 0.3249

Cutoff: 2.00
  TP: 1130, TN: 5888
  FP: 112, FN: 4870
  Accuracy: 0.5848
  Precision: 0.9098, Recall: 0.1883
  F1-score: 0.3121

Cutoff: 2.05
  TP: 1056, TN: 5893
  FP: 107, FN: 4944
  Accuracy: 0.5791
  Precision: 0.9080, Recall: 0.1760
  F1-score: 0.2948

Cutoff: 2.10
  TP: 992, TN: 5904
  FP: 96, FN: 5008
  Accuracy: 0.5747
  Precision: 0.9118, Recall: 0.1653
  F1-score: 0.2799

Cutoff: 2.15
  TP: 923, TN: 5914
  FP: 86, FN: 5077
  Accuracy: 0.5697
  Precision: 0.9148, Recall: 0.1538
  F1-score: 0.2634

Cutoff: 2.20
  TP: 867, TN: 5922
  FP: 78, FN: 5133
  Accuracy: 0.5657
  Precision: 0.9175, Recall: 0.1445
  F1-score: 0.2497

Cutoff: 2.25
  TP: 811, TN: 5926
  FP: 74, FN: 5189
  Accuracy: 0.5614
  Precision: 0.9164, Recall: 0.1352
  F1-score: 0.2356

Cutoff: 2.30
  TP: 767, TN: 5936
  FP: 64, FN: 5233
  Accuracy: 0.5586
  Precision: 0.9230, Recall: 0.1278
  F1-score: 0.2246

Cutoff: 2.35
  TP: 708, TN: 5943
  FP: 57, FN: 5292
  Accuracy: 0.5543
  Precision: 0.9255, Recall: 0.1180
  F1-score: 0.2093

Cutoff: 2.40
  TP: 660, TN: 5950
  FP: 50, FN: 5340
  Accuracy: 0.5508
  Precision: 0.9296, Recall: 0.1100
  F1-score: 0.1967

Cutoff: 2.45
  TP: 602, TN: 5952
  FP: 48, FN: 5398
  Accuracy: 0.5462
  Precision: 0.9262, Recall: 0.1003
  F1-score: 0.1811

Cutoff: 2.50
  TP: 555, TN: 5958
  FP: 42, FN: 5445
  Accuracy: 0.5427
  Precision: 0.9296, Recall: 0.0925
  F1-score: 0.1683

Cutoff: 2.55
  TP: 517, TN: 5963
  FP: 37, FN: 5483
  Accuracy: 0.5400
  Precision: 0.9332, Recall: 0.0862
  F1-score: 0.1578

Cutoff: 2.60
  TP: 482, TN: 5969
  FP: 31, FN: 5518
  Accuracy: 0.5376
  Precision: 0.9396, Recall: 0.0803
  F1-score: 0.1480

Cutoff: 2.65
  TP: 446, TN: 5970
  FP: 30, FN: 5554
  Accuracy: 0.5347
  Precision: 0.9370, Recall: 0.0743
  F1-score: 0.1377

Cutoff: 2.70
  TP: 415, TN: 5972
  FP: 28, FN: 5585
  Accuracy: 0.5323
  Precision: 0.9368, Recall: 0.0692
  F1-score: 0.1288

Cutoff: 2.75
  TP: 386, TN: 5973
  FP: 27, FN: 5614
  Accuracy: 0.5299
  Precision: 0.9346, Recall: 0.0643
  F1-score: 0.1204

Cutoff: 2.80
  TP: 357, TN: 5975
  FP: 25, FN: 5643
  Accuracy: 0.5277
  Precision: 0.9346, Recall: 0.0595
  F1-score: 0.1119

Cutoff: 2.85
  TP: 333, TN: 5977
  FP: 23, FN: 5667
  Accuracy: 0.5258
  Precision: 0.9354, Recall: 0.0555
  F1-score: 0.1048

Cutoff: 2.90
  TP: 309, TN: 5979
  FP: 21, FN: 5691
  Accuracy: 0.5240
  Precision: 0.9364, Recall: 0.0515
  F1-score: 0.0976

Cutoff: 2.95
  TP: 278, TN: 5980
  FP: 20, FN: 5722
  Accuracy: 0.5215
  Precision: 0.9329, Recall: 0.0463
  F1-score: 0.0883

Cutoff: 3.00
  TP: 258, TN: 5983
  FP: 17, FN: 5742
  Accuracy: 0.5201
  Precision: 0.9382, Recall: 0.0430
  F1-score: 0.0822

Cutoff: 3.05
  TP: 239, TN: 5986
  FP: 14, FN: 5761
  Accuracy: 0.5188
  Precision: 0.9447, Recall: 0.0398
  F1-score: 0.0764

Cutoff: 3.10
  TP: 226, TN: 5986
  FP: 14, FN: 5774
  Accuracy: 0.5177
  Precision: 0.9417, Recall: 0.0377
  F1-score: 0.0724

Cutoff: 3.15
  TP: 213, TN: 5986
  FP: 14, FN: 5787
  Accuracy: 0.5166
  Precision: 0.9383, Recall: 0.0355
  F1-score: 0.0684

Cutoff: 3.20
  TP: 207, TN: 5990
  FP: 10, FN: 5793
  Accuracy: 0.5164
  Precision: 0.9539, Recall: 0.0345
  F1-score: 0.0666

Cutoff: 3.25
  TP: 194, TN: 5991
  FP: 9, FN: 5806
  Accuracy: 0.5154
  Precision: 0.9557, Recall: 0.0323
  F1-score: 0.0626

Cutoff: 3.30
  TP: 189, TN: 5991
  FP: 9, FN: 5811
  Accuracy: 0.5150
  Precision: 0.9545, Recall: 0.0315
  F1-score: 0.0610

Cutoff: 3.35
  TP: 175, TN: 5992
  FP: 8, FN: 5825
  Accuracy: 0.5139
  Precision: 0.9563, Recall: 0.0292
  F1-score: 0.0566

Cutoff: 3.40
  TP: 168, TN: 5993
  FP: 7, FN: 5832
  Accuracy: 0.5134
  Precision: 0.9600, Recall: 0.0280
  F1-score: 0.0544

Cutoff: 3.45
  TP: 155, TN: 5994
  FP: 6, FN: 5845
  Accuracy: 0.5124
  Precision: 0.9627, Recall: 0.0258
  F1-score: 0.0503

Cutoff: 3.50
  TP: 145, TN: 5995
  FP: 5, FN: 5855
  Accuracy: 0.5117
  Precision: 0.9667, Recall: 0.0242
  F1-score: 0.0472

Cutoff: 3.55
  TP: 135, TN: 5996
  FP: 4, FN: 5865
  Accuracy: 0.5109
  Precision: 0.9712, Recall: 0.0225
  F1-score: 0.0440

Cutoff: 3.60
  TP: 127, TN: 5996
  FP: 4, FN: 5873
  Accuracy: 0.5102
  Precision: 0.9695, Recall: 0.0212
  F1-score: 0.0414

Cutoff: 3.65
  TP: 121, TN: 5996
  FP: 4, FN: 5879
  Accuracy: 0.5098
  Precision: 0.9680, Recall: 0.0202
  F1-score: 0.0395

Cutoff: 3.70
  TP: 111, TN: 5996
  FP: 4, FN: 5889
  Accuracy: 0.5089
  Precision: 0.9652, Recall: 0.0185
  F1-score: 0.0363

Cutoff: 3.75
  TP: 105, TN: 5996
  FP: 4, FN: 5895
  Accuracy: 0.5084
  Precision: 0.9633, Recall: 0.0175
  F1-score: 0.0344

Cutoff: 3.80
  TP: 96, TN: 5996
  FP: 4, FN: 5904
  Accuracy: 0.5077
  Precision: 0.9600, Recall: 0.0160
  F1-score: 0.0315

Cutoff: 3.85
  TP: 89, TN: 5996
  FP: 4, FN: 5911
  Accuracy: 0.5071
  Precision: 0.9570, Recall: 0.0148
  F1-score: 0.0292

Cutoff: 3.90
  TP: 85, TN: 5998
  FP: 2, FN: 5915
  Accuracy: 0.5069
  Precision: 0.9770, Recall: 0.0142
  F1-score: 0.0279

Cutoff: 3.95
  TP: 78, TN: 5998
  FP: 2, FN: 5922
  Accuracy: 0.5063
  Precision: 0.9750, Recall: 0.0130
  F1-score: 0.0257

Cutoff: 4.00
  TP: 71, TN: 5998
  FP: 2, FN: 5929
  Accuracy: 0.5058
  Precision: 0.9726, Recall: 0.0118
  F1-score: 0.0234

Cutoff: 4.05
  TP: 69, TN: 5999
  FP: 1, FN: 5931
  Accuracy: 0.5057
  Precision: 0.9857, Recall: 0.0115
  F1-score: 0.0227

Cutoff: 4.10
  TP: 66, TN: 5999
  FP: 1, FN: 5934
  Accuracy: 0.5054
  Precision: 0.9851, Recall: 0.0110
  F1-score: 0.0218

Cutoff: 4.15
  TP: 62, TN: 5999
  FP: 1, FN: 5938
  Accuracy: 0.5051
  Precision: 0.9841, Recall: 0.0103
  F1-score: 0.0205

Cutoff: 4.20
  TP: 60, TN: 5999
  FP: 1, FN: 5940
  Accuracy: 0.5049
  Precision: 0.9836, Recall: 0.0100
  F1-score: 0.0198

Cutoff: 4.25
  TP: 52, TN: 5999
  FP: 1, FN: 5948
  Accuracy: 0.5042
  Precision: 0.9811, Recall: 0.0087
  F1-score: 0.0172

Cutoff: 4.30
  TP: 50, TN: 5999
  FP: 1, FN: 5950
  Accuracy: 0.5041
  Precision: 0.9804, Recall: 0.0083
  F1-score: 0.0165

Cutoff: 4.35
  TP: 49, TN: 5999
  FP: 1, FN: 5951
  Accuracy: 0.5040
  Precision: 0.9800, Recall: 0.0082
  F1-score: 0.0162

Cutoff: 4.40
  TP: 42, TN: 5999
  FP: 1, FN: 5958
  Accuracy: 0.5034
  Precision: 0.9767, Recall: 0.0070
  F1-score: 0.0139

Cutoff: 4.45
  TP: 40, TN: 5999
  FP: 1, FN: 5960
  Accuracy: 0.5032
  Precision: 0.9756, Recall: 0.0067
  F1-score: 0.0132

Cutoff: 4.50
  TP: 38, TN: 5999
  FP: 1, FN: 5962
  Accuracy: 0.5031
  Precision: 0.9744, Recall: 0.0063
  F1-score: 0.0126

Cutoff: 4.55
  TP: 35, TN: 5999
  FP: 1, FN: 5965
  Accuracy: 0.5028
  Precision: 0.9722, Recall: 0.0058
  F1-score: 0.0116

Cutoff: 4.60
  TP: 33, TN: 5999
  FP: 1, FN: 5967
  Accuracy: 0.5027
  Precision: 0.9706, Recall: 0.0055
  F1-score: 0.0109

Cutoff: 4.65
  TP: 31, TN: 5999
  FP: 1, FN: 5969
  Accuracy: 0.5025
  Precision: 0.9688, Recall: 0.0052
  F1-score: 0.0103

Cutoff: 4.70
  TP: 28, TN: 5999
  FP: 1, FN: 5972
  Accuracy: 0.5022
  Precision: 0.9655, Recall: 0.0047
  F1-score: 0.0093

Cutoff: 4.75
  TP: 24, TN: 5999
  FP: 1, FN: 5976
  Accuracy: 0.5019
  Precision: 0.9600, Recall: 0.0040
  F1-score: 0.0080

Cutoff: 4.80
  TP: 21, TN: 5999
  FP: 1, FN: 5979
  Accuracy: 0.5017
  Precision: 0.9545, Recall: 0.0035
  F1-score: 0.0070

Cutoff: 4.85
  TP: 18, TN: 5999
  FP: 1, FN: 5982
  Accuracy: 0.5014
  Precision: 0.9474, Recall: 0.0030
  F1-score: 0.0060

Cutoff: 4.90
  TP: 18, TN: 5999
  FP: 1, FN: 5982
  Accuracy: 0.5014
  Precision: 0.9474, Recall: 0.0030
  F1-score: 0.0060

Cutoff: 4.95
  TP: 17, TN: 5999
  FP: 1, FN: 5983
  Accuracy: 0.5013
  Precision: 0.9444, Recall: 0.0028
  F1-score: 0.0056

Cutoff: 5.00
  TP: 16, TN: 5999
  FP: 1, FN: 5984
  Accuracy: 0.5012
  Precision: 0.9412, Recall: 0.0027
  F1-score: 0.0053

Cutoff: 5.05
  TP: 16, TN: 5999
  FP: 1, FN: 5984
  Accuracy: 0.5012
  Precision: 0.9412, Recall: 0.0027
  F1-score: 0.0053

Cutoff: 5.10
  TP: 16, TN: 5999
  FP: 1, FN: 5984
  Accuracy: 0.5012
  Precision: 0.9412, Recall: 0.0027
  F1-score: 0.0053

Cutoff: 5.15
  TP: 15, TN: 6000
  FP: 0, FN: 5985
  Accuracy: 0.5012
  Precision: 1.0000, Recall: 0.0025
  F1-score: 0.0050

Cutoff: 5.20
  TP: 13, TN: 6000
  FP: 0, FN: 5987
  Accuracy: 0.5011
  Precision: 1.0000, Recall: 0.0022
  F1-score: 0.0043

Cutoff: 5.25
  TP: 13, TN: 6000
  FP: 0, FN: 5987
  Accuracy: 0.5011
  Precision: 1.0000, Recall: 0.0022
  F1-score: 0.0043

Cutoff: 5.30
  TP: 13, TN: 6000
  FP: 0, FN: 5987
  Accuracy: 0.5011
  Precision: 1.0000, Recall: 0.0022
  F1-score: 0.0043

Cutoff: 5.35
  TP: 12, TN: 6000
  FP: 0, FN: 5988
  Accuracy: 0.5010
  Precision: 1.0000, Recall: 0.0020
  F1-score: 0.0040

Cutoff: 5.40
  TP: 11, TN: 6000
  FP: 0, FN: 5989
  Accuracy: 0.5009
  Precision: 1.0000, Recall: 0.0018
  F1-score: 0.0037

Cutoff: 5.45
  TP: 10, TN: 6000
  FP: 0, FN: 5990
  Accuracy: 0.5008
  Precision: 1.0000, Recall: 0.0017
  F1-score: 0.0033

Cutoff: 5.50
  TP: 10, TN: 6000
  FP: 0, FN: 5990
  Accuracy: 0.5008
  Precision: 1.0000, Recall: 0.0017
  F1-score: 0.0033

Cutoff: 5.55
  TP: 9, TN: 6000
  FP: 0, FN: 5991
  Accuracy: 0.5008
  Precision: 1.0000, Recall: 0.0015
  F1-score: 0.0030

Cutoff: 5.60
  TP: 7, TN: 6000
  FP: 0, FN: 5993
  Accuracy: 0.5006
  Precision: 1.0000, Recall: 0.0012
  F1-score: 0.0023

Cutoff: 5.65
  TP: 7, TN: 6000
  FP: 0, FN: 5993
  Accuracy: 0.5006
  Precision: 1.0000, Recall: 0.0012
  F1-score: 0.0023

Cutoff: 5.70
  TP: 6, TN: 6000
  FP: 0, FN: 5994
  Accuracy: 0.5005
  Precision: 1.0000, Recall: 0.0010
  F1-score: 0.0020

Cutoff: 5.75
  TP: 6, TN: 6000
  FP: 0, FN: 5994
  Accuracy: 0.5005
  Precision: 1.0000, Recall: 0.0010
  F1-score: 0.0020

Cutoff: 5.80
  TP: 5, TN: 6000
  FP: 0, FN: 5995
  Accuracy: 0.5004
  Precision: 1.0000, Recall: 0.0008
  F1-score: 0.0017

Cutoff: 5.85
  TP: 5, TN: 6000
  FP: 0, FN: 5995
  Accuracy: 0.5004
  Precision: 1.0000, Recall: 0.0008
  F1-score: 0.0017

Cutoff: 5.90
  TP: 5, TN: 6000
  FP: 0, FN: 5995
  Accuracy: 0.5004
  Precision: 1.0000, Recall: 0.0008
  F1-score: 0.0017

Cutoff: 5.95
  TP: 5, TN: 6000
  FP: 0, FN: 5995
  Accuracy: 0.5004
  Precision: 1.0000, Recall: 0.0008
  F1-score: 0.0017

Cutoff: 6.00
  TP: 4, TN: 6000
  FP: 0, FN: 5996
  Accuracy: 0.5003
  Precision: 1.0000, Recall: 0.0007
  F1-score: 0.0013

Cutoff: 6.05
  TP: 4, TN: 6000
  FP: 0, FN: 5996
  Accuracy: 0.5003
  Precision: 1.0000, Recall: 0.0007
  F1-score: 0.0013

Cutoff: 6.10
  TP: 3, TN: 6000
  FP: 0, FN: 5997
  Accuracy: 0.5002
  Precision: 1.0000, Recall: 0.0005
  F1-score: 0.0010

Cutoff: 6.15
  TP: 2, TN: 6000
  FP: 0, FN: 5998
  Accuracy: 0.5002
  Precision: 1.0000, Recall: 0.0003
  F1-score: 0.0007

Cutoff: 6.20
  TP: 2, TN: 6000
  FP: 0, FN: 5998
  Accuracy: 0.5002
  Precision: 1.0000, Recall: 0.0003
  F1-score: 0.0007

Cutoff: 6.25
  TP: 2, TN: 6000
  FP: 0, FN: 5998
  Accuracy: 0.5002
  Precision: 1.0000, Recall: 0.0003
  F1-score: 0.0007

Cutoff: 6.30
  TP: 2, TN: 6000
  FP: 0, FN: 5998
  Accuracy: 0.5002
  Precision: 1.0000, Recall: 0.0003
  F1-score: 0.0007

Cutoff: 6.35
  TP: 2, TN: 6000
  FP: 0, FN: 5998
  Accuracy: 0.5002
  Precision: 1.0000, Recall: 0.0003
  F1-score: 0.0007

Cutoff: 6.40
  TP: 2, TN: 6000
  FP: 0, FN: 5998
  Accuracy: 0.5002
  Precision: 1.0000, Recall: 0.0003
  F1-score: 0.0007

Cutoff: 6.45
  TP: 2, TN: 6000
  FP: 0, FN: 5998
  Accuracy: 0.5002
  Precision: 1.0000, Recall: 0.0003
  F1-score: 0.0007

Cutoff: 6.50
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 6.55
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 6.60
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 6.65
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 6.70
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 6.75
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 6.80
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 6.85
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 6.90
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 6.95
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 7.00
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 7.05
  TP: 1, TN: 6000
  FP: 0, FN: 5999
  Accuracy: 0.5001
  Precision: 1.0000, Recall: 0.0002
  F1-score: 0.0003

Cutoff: 7.10
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.15
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.20
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.25
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.30
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.35
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.40
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.45
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.50
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.55
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.60
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.65
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.70
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.75
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.80
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.85
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.90
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 7.95
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.00
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.05
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.10
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.15
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.20
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.25
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.30
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.35
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.40
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.45
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.50
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.55
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.60
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.65
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.70
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.75
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.80
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.85
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.90
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 8.95
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.00
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.05
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.10
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.15
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.20
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.25
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.30
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.35
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.40
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.45
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.50
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.55
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.60
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.65
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.70
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.75
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.80
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.85
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.90
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000

Cutoff: 9.95
  TP: 0, TN: 6000
  FP: 0, FN: 6000
  Accuracy: 0.5000
  Precision: 0.0000, Recall: 0.0000
  F1-score: 0.0000