In Silico Syndrome Prediction for Coronary Artery Disease in Traditional Chinese Medicine

Table 2

Ranked symptoms by means of SVM feature selection.

Dataset	Rank list of NO. symptom
TCM	75, 8, 73, 52, 36, 50, 22, 54, 40, 31, 13, 26, 30, 42, 23, 74, 71, 6, 49, 27, 7, 25, 78, 11, 20, 35, 4, 60, 34, 65, 10, 72, 33, 32, 59, 63, 9, 3, 67, 61, 57, 17, 18, 66, 64, 43, 5, 45, 76, 19, 38, 77, 16, 24, 2,28, 14, 44, 62, 56, 70, 55, 1, 68, 53, 29,; 21, 12, 37, 47, 39, 58, 15, 69, 48, 46, 51, 41
WM	17, 27, 26, 30, 13, 20, 18, 15, 11, 29, 16, 14, 12, 10, 7, 35, 33, 24, 22, 31, 5, 28, 34, 25, 19, 23, 4, 9, 32, 8, 3, 6, 1, 2, 21
Comprehensive	95, 71, 102, 108, 92, 78, 107, 101, 73, 7, 97, 40, 27, 8, 82, 22, 85, 75, 31, 23, 74, 109, 103, 42, 30, 5, 10, 35, 106, 50, 6, 52, 65, 11, 57, 20, 89, 18, 13, 81, 113, 111, 79, 77, 36, 54, 9, 104, 67, 60, 44, 25, 72, 64, 83, 16, 3, 59, 24, 32, 21, 49,; 26, 55, 4, 63, 33, 43, 88, 99, 84, 66, 28, 68, 17, 45, 80, 34, 38, 70, 14, 94, 76, 37, 51, 62, 110, 100, 86, 112, 61, 48, 87,; 1, 2, 90, 39, 91, 53, 41, 96, 56, 19, 47, 69, 46, 15, 58, 12, 93, 105, 29, 98