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Binary-confusion-matrix.md

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Here we show for each specialty the false positives, false negatives, true positives and true negatives. In this way we can better understand the results obtained for each label.

Immunochemistry

  • True negative: 13454
  • False positive: 42
  • False negative: 205
  • True positive: 19

Allergy and immunology

  • True negative: 13713
  • False positive: 0
  • False negative: 7
  • True positive: 0

Anesthesiology

  • True negative: 13481
  • False positive: 61
  • False negative: 131
  • True positive: 47

Bariatric medicine

  • True negative: 13700
  • False positive: 1
  • False negative: 12
  • True positive: 7

Dermatology

  • True negative: 11738
  • False positive: 206
  • False negative: 553
  • True positive: 1223

Forensic medicine

  • True negative: 13719
  • False positive: 0
  • False negative: 1
  • True positive: 0

Family practice

  • True negative: 13614
  • False positive: 4
  • False negative: 73
  • True positive: 29

General practice

  • True negative: 13719
  • False positive: 0
  • False negative: 1
  • True positive: 0

Genetics medical

  • True negative: 12457
  • False positive: 162
  • False negative: 382
  • True positive: 719

Geriatrics

  • True negative: 9089
  • False positive: 1408
  • False negative: 1929
  • True positive: 1294

Cardiology

  • True negative: 10588
  • False positive: 315
  • False negative: 612
  • True positive: 2205

Endocrinology

  • True negative: 12337
  • False positive: 115
  • False negative: 414
  • True positive: 854

Gastroenterology

  • True negative: 11760
  • False positive: 196
  • False negative: 434
  • True positive: 1330

Hematology

  • True negative: 12526
  • False positive: 85
  • False negative: 399
  • True positive: 710

Infectious disease medicine

  • True negative: 13642
  • False positive: 10
  • False negative: 63
  • True positive: 5

Medical oncology

  • True negative: 9395
  • False positive: 290
  • False negative: 805
  • True positive: 3230

Nephrology

  • True negative: 12634
  • False positive: 133
  • False negative: 271
  • True positive: 682

Pulmonary medicine

  • True negative: 13568
  • False positive: 27
  • False negative: 120
  • True positive: 5

Rheumatology

  • True negative: 13459
  • False positive: 23
  • False negative: 121
  • True positive: 117

Internal medicine

  • True negative: 12900
  • False positive: 177
  • False negative: 591
  • True positive: 52

Military medicine

  • True negative: 13720

Neurology

  • True negative: 10225
  • False positive: 339
  • False negative: 727
  • True positive: 2429

Palliative medicine

  • True negative: 13694
  • False positive: 2
  • False negative: 22
  • True positive: 2

Pathology

  • True negative: 8028
  • False positive: 1856
  • False negative: 1806
  • True positive: 2030

Neonatology

  • True negative: 13032
  • False positive: 154
  • False negative: 270
  • True positive: 264

Perinatology

  • True negative: 13099
  • False positive: 83
  • False negative: 223
  • True positive: 315

Pediatrics

  • True negative: 13137
  • False positive: 152
  • False negative: 368
  • True positive: 63

Rehabilitation

  • True negative: 13651
  • False positive: 5
  • False negative: 59
  • True positive: 5

Physical and rehabilitation medicine

  • True negative: 13717
  • False positive: 0
  • False negative: 3
  • True positive: 0

Community psychiatry

  • True negative: 13685
  • False positive: 2
  • False negative: 30
  • True positive: 3

Psychiatry

  • True negative: 13673
  • False positive: 10
  • False negative: 28
  • True positive: 9

Epidemiology

  • True negative: 13401
  • False positive: 66
  • False negative: 212
  • True positive: 41

Preventive medicine

  • True negative: 11408
  • False positive: 488
  • False negative: 1469
  • True positive: 355

Nuclear medicine

  • True negative: 13551
  • False positive: 27
  • False negative: 75
  • True positive: 67

Radiology

  • True negative: 13484
  • False positive: 36
  • False negative: 164
  • True positive: 36

Gynecology

  • True negative: 13264
  • False positive: 57
  • False negative: 213
  • True positive: 186

Reproductive medicine

  • True negative: 13696
  • False positive: 3
  • False negative: 18
  • True positive: 3

General surgery

  • True negative: 10529
  • False positive: 644
  • False negative: 1467
  • True positive: 1080

Neurosurgery

  • True negative: 13449
  • False positive: 43
  • False negative: 195
  • True positive: 33

Obstetrics

  • True negative: 13209
  • False positive: 41
  • False negative: 184
  • True positive: 286

Ophthalmology

  • True negative: 12988
  • False positive: 59
  • False negative: 257
  • True positive: 416

Orthopedics

  • True negative: 13567
  • False positive: 19
  • False negative: 105
  • True positive: 29

Otolaryngology

  • True negative: 13066
  • False positive: 81
  • False negative: 263
  • True positive: 310

Surgery plastic

  • True negative: 13623
  • False positive: 10
  • False negative: 71
  • True positive: 16

Thoracic surgery

  • True negative: 13241
  • False positive: 72
  • False negative: 267
  • True positive: 140

Traumatology

  • True negative: 12740
  • False positive: 166
  • False negative: 360
  • True positive: 454

Urology

  • True negative: 11810
  • False positive: 202
  • False negative: 425
  • True positive: 1283

Specialties surgical

  • True negative: 13715
  • False positive: 0
  • False negative: 5
  • True positive: 0

Sports medicine

  • True negative: 13691
  • False positive: 0
  • False negative: 18
  • True positive: 11

Tropical medicine

  • True negative: 13695
  • False positive: 3
  • False negative: 21
  • True positive: 1

Venereology

  • True negative: 13209
  • False positive: 62
  • False negative: 136
  • True positive: 313