Research Article

Supervised Clustering Based on DPClusO: Prediction of Plant-Disease Relations Using Jamu Formulas of KNApSAcK Database

Table 2

Distribution of Jamu formulas according to 18 classes of disease (classes of diseases are determined by NCBI in ID1 to ID16 and by the present study in ID17 and ID18 represented by asterisks in Ref. columns).

IDClass of disease (NCBI)Ref.Number of JamuPercentage

1Blood and lymph diseasesNCBI201 6.41
2CancersNCBI32 1.02
3The digestive systemNCBI457 14.56
4Ear, nose, and throatNCBI2 0.06
5Diseases of the eyeNCBI1 0.03
6Female-specific diseasesNCBI382 12.17
7Glands and hormonesNCBI0
8The heart and blood vesselsNCBI57 1.82
9Diseases of the immune systemNCBI22 0.70
10Male-specific diseasesNCBI17 0.54
11Muscle and boneNCBI649 20.68
12Neonatal diseasesNCBI0
13The nervous systemNCBI32 1.02
14Nutritional and metabolic diseasesNCBI576 18.36
15Respiratory diseasesNCBI313 9.97
16Skin and connective tissueNCBI163 5.19
17The urinary system*90 2.87
18Mental and behavioral disorders*21 0.67

The number of Jamu classified into multiple disease classes1193.79
The number of Jamu unclassified40.13

Total Jamu formulas3138100.00