Skip to main content

Advertisement

Table 2 Classification of autosomal dominant diseases versus autosomal recessive ones

From: Mimvec: a deep learning approach for analyzing the human phenome

  AUC (%) ACC (%) BER (%)
  LR RF SVM LR RF SVM LR RF SVM
Mimvec (50) 87.75 86.04 87.56 80.97 78.74 80.91 19.37 22.03 19.46
Mimvec (100) 89.85 87.29 89.80 83.21 79.32 83.18 17.05 21.59 17.10
Mimvec (150) 90.57 86.93 89.95 83.47 78.76 82.76 16.72 22.19 17.37
Mimvec (200) 90.82 85.95 91.12 85.00 77.68 84.91 15.14 23.33 15.33
Mimvec (250) 90.88 86.00 91.71 84.47 78.56 85.50 15.69 22.57 14.68
Mimvec (300) 91.02 86.00 91.62 84.74 77.68 85.06 15.46 23.58 15.15
  1. Diseases of different inheritance styles can be well distinguished by vector representations of the records
  2. Bold numbers highlight performance achieved at the default setting (100 dimensions)