{
  "description": "모든 자료는 별도 가상 예제. 시그모이드 계수는 사전 지정이며 학습으로 추정한 값이 아님.",
  "curve": [
    {
      "x": 0.0,
      "p": 0.11920292202211755
    },
    {
      "x": 0.05,
      "p": 0.12346704756522399
    },
    {
      "x": 0.1,
      "p": 0.12786156631908133
    },
    {
      "x": 0.15,
      "p": 0.13238887354206538
    },
    {
      "x": 0.2,
      "p": 0.13705129257545964
    },
    {
      "x": 0.25,
      "p": 0.14185106490048777
    },
    {
      "x": 0.3,
      "p": 0.14679033980138237
    },
    {
      "x": 0.35,
      "p": 0.15187116365665929
    },
    {
      "x": 0.4,
      "p": 0.15709546888545273
    },
    {
      "x": 0.45,
      "p": 0.16246506258069604
    },
    {
      "x": 0.5,
      "p": 0.16798161486607552
    },
    {
      "x": 0.55,
      "p": 0.17364664701900503
    },
    {
      "x": 0.6,
      "p": 0.17946151940732682
    },
    {
      "x": 0.65,
      "p": 0.18542741929298223
    },
    {
      "x": 0.7,
      "p": 0.19154534856146752
    },
    {
      "x": 0.75,
      "p": 0.19781611144141825
    },
    {
      "x": 0.8,
      "p": 0.2042403022840918
    },
    {
      "x": 0.85,
      "p": 0.21081829347774714
    },
    {
      "x": 0.9,
      "p": 0.2175502235768875
    },
    {
      "x": 0.95,
      "p": 0.22443598573092652
    },
    {
      "x": 1.0,
      "p": 0.23147521650098238
    },
    {
      "x": 1.05,
      "p": 0.23866728515708963
    },
    {
      "x": 1.1,
      "p": 0.24601128355105195
    },
    {
      "x": 1.15,
      "p": 0.25350601666233785
    },
    {
      "x": 1.2,
      "p": 0.26114999391575106
    },
    {
      "x": 1.25,
      "p": 0.2689414213699951
    },
    {
      "x": 1.3,
      "p": 0.27687819487561016
    },
    {
      "x": 1.35,
      "p": 0.28495789429901025
    },
    {
      "x": 1.4,
      "p": 0.29317777890643243
    },
    {
      "x": 1.45,
      "p": 0.30153478399746125
    },
    {
      "x": 1.5,
      "p": 0.31002551887238755
    },
    {
      "x": 1.55,
      "p": 0.31864626621097447
    },
    {
      "x": 1.6,
      "p": 0.32739298293223956
    },
    {
      "x": 1.65,
      "p": 0.3362613025956473
    },
    {
      "x": 1.7,
      "p": 0.34524653939368083
    },
    {
      "x": 1.75,
      "p": 0.35434369377420455
    },
    {
      "x": 1.8,
      "p": 0.36354745971843366
    },
    {
      "x": 1.85,
      "p": 0.3728522336868044
    },
    {
      "x": 1.9,
      "p": 0.382252125230751
    },
    {
      "x": 1.95,
      "p": 0.3917409692534856
    },
    {
      "x": 2.0,
      "p": 0.401312339887548
    },
    {
      "x": 2.05,
      "p": 0.41095956594133487
    },
    {
      "x": 2.1,
      "p": 0.42067574785125056
    },
    {
      "x": 2.15,
      "p": 0.43045377606077095
    },
    {
      "x": 2.2,
      "p": 0.44028635073280714
    },
    {
      "x": 2.25,
      "p": 0.45016600268752216
    },
    {
      "x": 2.3,
      "p": 0.4600851154444344
    },
    {
      "x": 2.35,
      "p": 0.4700359482354282
    },
    {
      "x": 2.4,
      "p": 0.48001065984441826
    },
    {
      "x": 2.45,
      "p": 0.4900013331200346
    },
    {
      "x": 2.5,
      "p": 0.5
    },
    {
      "x": 2.55,
      "p": 0.5099986668799655
    },
    {
      "x": 2.6,
      "p": 0.5199893401555818
    },
    {
      "x": 2.65,
      "p": 0.5299640517645717
    },
    {
      "x": 2.7,
      "p": 0.5399148845555657
    },
    {
      "x": 2.75,
      "p": 0.549833997312478
    },
    {
      "x": 2.8,
      "p": 0.5597136492671929
    },
    {
      "x": 2.85,
      "p": 0.569546223939229
    },
    {
      "x": 2.9,
      "p": 0.5793242521487495
    },
    {
      "x": 2.95,
      "p": 0.5890404340586652
    },
    {
      "x": 3.0,
      "p": 0.598687660112452
    },
    {
      "x": 3.05,
      "p": 0.6082590307465146
    },
    {
      "x": 3.1,
      "p": 0.617747874769249
    },
    {
      "x": 3.15,
      "p": 0.6271477663131957
    },
    {
      "x": 3.2,
      "p": 0.6364525402815664
    },
    {
      "x": 3.25,
      "p": 0.6456563062257954
    },
    {
      "x": 3.3,
      "p": 0.6547534606063192
    },
    {
      "x": 3.35,
      "p": 0.6637386974043528
    },
    {
      "x": 3.4,
      "p": 0.6726070170677605
    },
    {
      "x": 3.45,
      "p": 0.6813537337890256
    },
    {
      "x": 3.5,
      "p": 0.6899744811276125
    },
    {
      "x": 3.55,
      "p": 0.6984652160025389
    },
    {
      "x": 3.6,
      "p": 0.7068222210935675
    },
    {
      "x": 3.65,
      "p": 0.7150421057009898
    },
    {
      "x": 3.7,
      "p": 0.7231218051243898
    },
    {
      "x": 3.75,
      "p": 0.7310585786300049
    },
    {
      "x": 3.8,
      "p": 0.7388500060842489
    },
    {
      "x": 3.85,
      "p": 0.7464939833376621
    },
    {
      "x": 3.9,
      "p": 0.7539887164489482
    },
    {
      "x": 3.95,
      "p": 0.7613327148429104
    },
    {
      "x": 4.0,
      "p": 0.7685247834990178
    },
    {
      "x": 4.05,
      "p": 0.7755640142690734
    },
    {
      "x": 4.1,
      "p": 0.7824497764231124
    },
    {
      "x": 4.15,
      "p": 0.789181706522253
    },
    {
      "x": 4.2,
      "p": 0.7957596977159083
    },
    {
      "x": 4.25,
      "p": 0.8021838885585817
    },
    {
      "x": 4.3,
      "p": 0.8084546514385326
    },
    {
      "x": 4.35,
      "p": 0.8145725807070178
    },
    {
      "x": 4.4,
      "p": 0.8205384805926733
    },
    {
      "x": 4.45,
      "p": 0.826353352980995
    },
    {
      "x": 4.5,
      "p": 0.8320183851339245
    },
    {
      "x": 4.55,
      "p": 0.8375349374193038
    },
    {
      "x": 4.6,
      "p": 0.8429045311145473
    },
    {
      "x": 4.65,
      "p": 0.8481288363433407
    },
    {
      "x": 4.7,
      "p": 0.8532096601986177
    },
    {
      "x": 4.75,
      "p": 0.8581489350995123
    },
    {
      "x": 4.8,
      "p": 0.8629487074245404
    },
    {
      "x": 4.85,
      "p": 0.8676111264579347
    },
    {
      "x": 4.9,
      "p": 0.8721384336809187
    },
    {
      "x": 4.95,
      "p": 0.8765329524347759
    },
    {
      "x": 5.0,
      "p": 0.8807970779778823
    }
  ],
  "odds": [
    {
      "before": 0.1,
      "after": 0.18181818181818182
    },
    {
      "before": 0.5,
      "after": 0.6666666666666666
    },
    {
      "before": 0.8,
      "after": 0.888888888888889
    }
  ],
  "probabilities": [
    0.1,
    0.2,
    0.35,
    0.45,
    0.55,
    0.65,
    0.8,
    0.9
  ],
  "labels": [
    0,
    0,
    1,
    0,
    1,
    0,
    1,
    1
  ],
  "confusions": [
    {
      "threshold": 0.5,
      "TP": 3,
      "FP": 1,
      "FN": 1,
      "TN": 3,
      "accuracy": 0.75,
      "precision": 0.75,
      "recall": 0.75,
      "specificity": 0.75,
      "F1": 0.75
    },
    {
      "threshold": 0.3,
      "TP": 4,
      "FP": 2,
      "FN": 0,
      "TN": 2,
      "accuracy": 0.75,
      "precision": 0.6666666666666666,
      "recall": 1.0,
      "specificity": 0.5,
      "F1": 0.8
    }
  ],
  "loss": [
    {
      "p": 0.01,
      "positive": 4.605170185988091,
      "negative": 0.010050335853501442
    },
    {
      "p": 0.02,
      "positive": 3.912023005428146,
      "negative": 0.02020270731751945
    },
    {
      "p": 0.03,
      "positive": 3.506557897319982,
      "negative": 0.030459207484708546
    },
    {
      "p": 0.04,
      "positive": 3.2188758248682006,
      "negative": 0.04082199452025513
    },
    {
      "p": 0.05,
      "positive": 2.995732273553991,
      "negative": 0.051293294387550536
    },
    {
      "p": 0.06,
      "positive": 2.8134107167600364,
      "negative": 0.06187540371808747
    },
    {
      "p": 0.07,
      "positive": 2.659260036932778,
      "negative": 0.07257069283483544
    },
    {
      "p": 0.08,
      "positive": 2.5257286443082556,
      "negative": 0.08338160893905106
    },
    {
      "p": 0.09,
      "positive": 2.4079456086518722,
      "negative": 0.09431067947124132
    },
    {
      "p": 0.1,
      "positive": 2.3025850929940455,
      "negative": 0.10536051565782631
    },
    {
      "p": 0.11,
      "positive": 2.2072749131897207,
      "negative": 0.11653381625595152
    },
    {
      "p": 0.12,
      "positive": 2.120263536200091,
      "negative": 0.12783337150988489
    },
    {
      "p": 0.13,
      "positive": 2.0402208285265546,
      "negative": 0.13926206733350766
    },
    {
      "p": 0.14,
      "positive": 1.9661128563728327,
      "negative": 0.15082288973458366
    },
    {
      "p": 0.15,
      "positive": 1.8971199848858813,
      "negative": 0.1625189294977749
    },
    {
      "p": 0.16,
      "positive": 1.8325814637483102,
      "negative": 0.17435338714477777
    },
    {
      "p": 0.17,
      "positive": 1.7719568419318752,
      "negative": 0.18632957819149346
    },
    {
      "p": 0.18,
      "positive": 1.7147984280919266,
      "negative": 0.19845093872383823
    },
    {
      "p": 0.19,
      "positive": 1.6607312068216509,
      "negative": 0.2107210313156526
    },
    {
      "p": 0.2,
      "positive": 1.6094379124341003,
      "negative": 0.22314355131420976
    },
    {
      "p": 0.21,
      "positive": 1.5606477482646683,
      "negative": 0.23572233352106986
    },
    {
      "p": 0.22,
      "positive": 1.5141277326297755,
      "negative": 0.24846135929849963
    },
    {
      "p": 0.23,
      "positive": 1.4696759700589417,
      "negative": 0.26136476413440757
    },
    {
      "p": 0.24,
      "positive": 1.4271163556401458,
      "negative": 0.2744368457017603
    },
    {
      "p": 0.25,
      "positive": 1.3862943611198906,
      "negative": 0.2876820724517809
    },
    {
      "p": 0.26,
      "positive": 1.3470736479666092,
      "negative": 0.3011050927839216
    },
    {
      "p": 0.27,
      "positive": 1.3093333199837622,
      "negative": 0.31471074483970024
    },
    {
      "p": 0.28,
      "positive": 1.2729656758128873,
      "negative": 0.3285040669720361
    },
    {
      "p": 0.29,
      "positive": 1.2378743560016174,
      "negative": 0.34249030894677596
    },
    {
      "p": 0.3,
      "positive": 1.2039728043259361,
      "negative": 0.3566749439387324
    },
    {
      "p": 0.31,
      "positive": 1.171182981502945,
      "negative": 0.371063681390832
    },
    {
      "p": 0.32,
      "positive": 1.1394342831883648,
      "negative": 0.38566248081198473
    },
    {
      "p": 0.33,
      "positive": 1.1086626245216111,
      "negative": 0.40047756659712536
    },
    {
      "p": 0.34,
      "positive": 1.0788096613719298,
      "negative": 0.41551544396166584
    },
    {
      "p": 0.35,
      "positive": 1.0498221244986778,
      "negative": 0.4307829160924542
    },
    {
      "p": 0.36,
      "positive": 1.0216512475319814,
      "negative": 0.4462871026284195
    },
    {
      "p": 0.37,
      "positive": 0.9942522733438669,
      "negative": 0.4620354595965587
    },
    {
      "p": 0.38,
      "positive": 0.9675840262617056,
      "negative": 0.4780358009429998
    },
    {
      "p": 0.39,
      "positive": 0.941608539858445,
      "negative": 0.4942963218147801
    },
    {
      "p": 0.4,
      "positive": 0.916290731874155,
      "negative": 0.5108256237659907
    },
    {
      "p": 0.41,
      "positive": 0.8915981192837836,
      "negative": 0.5276327420823719
    },
    {
      "p": 0.42,
      "positive": 0.8675005677047231,
      "negative": 0.544727175441672
    },
    {
      "p": 0.43,
      "positive": 0.843970070294529,
      "negative": 0.5621189181535412
    },
    {
      "p": 0.44,
      "positive": 0.8209805520698302,
      "negative": 0.5798184952529422
    },
    {
      "p": 0.45,
      "positive": 0.7985076962177716,
      "negative": 0.5978370007556205
    },
    {
      "p": 0.46,
      "positive": 0.7765287894989963,
      "negative": 0.6161861394238171
    },
    {
      "p": 0.47,
      "positive": 0.7550225842780328,
      "negative": 0.6348782724359695
    },
    {
      "p": 0.48,
      "positive": 0.7339691750802004,
      "negative": 0.6539264674066639
    },
    {
      "p": 0.49,
      "positive": 0.7133498878774648,
      "negative": 0.6733445532637656
    },
    {
      "p": 0.5,
      "positive": 0.6931471805599453,
      "negative": 0.6931471805599453
    },
    {
      "p": 0.51,
      "positive": 0.6733445532637656,
      "negative": 0.7133498878774648
    },
    {
      "p": 0.52,
      "positive": 0.6539264674066639,
      "negative": 0.7339691750802004
    },
    {
      "p": 0.53,
      "positive": 0.6348782724359695,
      "negative": 0.7550225842780328
    },
    {
      "p": 0.54,
      "positive": 0.616186139423817,
      "negative": 0.7765287894989964
    },
    {
      "p": 0.55,
      "positive": 0.5978370007556204,
      "negative": 0.7985076962177717
    },
    {
      "p": 0.56,
      "positive": 0.579818495252942,
      "negative": 0.8209805520698303
    },
    {
      "p": 0.57,
      "positive": 0.5621189181535413,
      "negative": 0.8439700702945289
    },
    {
      "p": 0.58,
      "positive": 0.5447271754416722,
      "negative": 0.867500567704723
    },
    {
      "p": 0.59,
      "positive": 0.527632742082372,
      "negative": 0.8915981192837835
    },
    {
      "p": 0.6,
      "positive": 0.5108256237659907,
      "negative": 0.916290731874155
    },
    {
      "p": 0.61,
      "positive": 0.4942963218147801,
      "negative": 0.941608539858445
    },
    {
      "p": 0.62,
      "positive": 0.4780358009429998,
      "negative": 0.9675840262617056
    },
    {
      "p": 0.63,
      "positive": 0.4620354595965587,
      "negative": 0.9942522733438669
    },
    {
      "p": 0.64,
      "positive": 0.4462871026284195,
      "negative": 1.0216512475319814
    },
    {
      "p": 0.65,
      "positive": 0.4307829160924542,
      "negative": 1.0498221244986778
    },
    {
      "p": 0.66,
      "positive": 0.4155154439616658,
      "negative": 1.07880966137193
    },
    {
      "p": 0.67,
      "positive": 0.40047756659712525,
      "negative": 1.1086626245216114
    },
    {
      "p": 0.68,
      "positive": 0.3856624808119846,
      "negative": 1.139434283188365
    },
    {
      "p": 0.69,
      "positive": 0.37106368139083207,
      "negative": 1.1711829815029449
    },
    {
      "p": 0.7,
      "positive": 0.35667494393873245,
      "negative": 1.203972804325936
    },
    {
      "p": 0.71,
      "positive": 0.342490308946776,
      "negative": 1.2378743560016172
    },
    {
      "p": 0.72,
      "positive": 0.3285040669720361,
      "negative": 1.2729656758128873
    },
    {
      "p": 0.73,
      "positive": 0.31471074483970024,
      "negative": 1.3093333199837622
    },
    {
      "p": 0.74,
      "positive": 0.3011050927839216,
      "negative": 1.3470736479666092
    },
    {
      "p": 0.75,
      "positive": 0.2876820724517809,
      "negative": 1.3862943611198906
    },
    {
      "p": 0.76,
      "positive": 0.2744368457017603,
      "negative": 1.4271163556401458
    },
    {
      "p": 0.77,
      "positive": 0.2613647641344075,
      "negative": 1.4696759700589417
    },
    {
      "p": 0.78,
      "positive": 0.2484613592984996,
      "negative": 1.5141277326297757
    },
    {
      "p": 0.79,
      "positive": 0.23572233352106983,
      "negative": 1.5606477482646686
    },
    {
      "p": 0.8,
      "positive": 0.2231435513142097,
      "negative": 1.6094379124341005
    },
    {
      "p": 0.81,
      "positive": 0.21072103131565253,
      "negative": 1.660731206821651
    },
    {
      "p": 0.82,
      "positive": 0.19845093872383832,
      "negative": 1.7147984280919264
    },
    {
      "p": 0.83,
      "positive": 0.18632957819149348,
      "negative": 1.771956841931875
    },
    {
      "p": 0.84,
      "positive": 0.1743533871447778,
      "negative": 1.83258146374831
    },
    {
      "p": 0.85,
      "positive": 0.16251892949777494,
      "negative": 1.897119984885881
    },
    {
      "p": 0.86,
      "positive": 0.15082288973458366,
      "negative": 1.9661128563728327
    },
    {
      "p": 0.87,
      "positive": 0.13926206733350766,
      "negative": 2.0402208285265546
    },
    {
      "p": 0.88,
      "positive": 0.12783337150988489,
      "negative": 2.120263536200091
    },
    {
      "p": 0.89,
      "positive": 0.11653381625595151,
      "negative": 2.207274913189721
    },
    {
      "p": 0.9,
      "positive": 0.10536051565782628,
      "negative": 2.302585092994046
    },
    {
      "p": 0.91,
      "positive": 0.09431067947124129,
      "negative": 2.4079456086518722
    },
    {
      "p": 0.92,
      "positive": 0.08338160893905101,
      "negative": 2.525728644308256
    },
    {
      "p": 0.93,
      "positive": 0.07257069283483537,
      "negative": 2.659260036932779
    },
    {
      "p": 0.94,
      "positive": 0.06187540371808753,
      "negative": 2.8134107167600355
    },
    {
      "p": 0.95,
      "positive": 0.05129329438755058,
      "negative": 2.99573227355399
    },
    {
      "p": 0.96,
      "positive": 0.040821994520255166,
      "negative": 3.2188758248681997
    },
    {
      "p": 0.97,
      "positive": 0.030459207484708574,
      "negative": 3.506557897319981
    },
    {
      "p": 0.98,
      "positive": 0.020202707317519466,
      "negative": 3.912023005428145
    },
    {
      "p": 0.99,
      "positive": 0.01005033585350145,
      "negative": 4.605170185988091
    }
  ],
  "log_loss": 0.4940407980565836,
  "brier": 0.16875,
  "AUC": 0.8125
}
