Research Article
Analyzing the Therapeutic Mechanism of Mongolian Medicine Zhonglun-5 in Rheumatoid Arthritis Using a Bagging Algorithm with Serum Metabonomics
Table 1
Results of metabonomics data classification.
| | No. | Sampling frequency (k) | Number of training samples (n) | Number of testing samples (m) | Classification accuracy (%) | | Decision trees | KNN |
| | 1 | 10 | 18 | 6 | 100.00 (6/6) | 83.33 (5/6) | | 2 | 10 | 15 | 9 | 88.89 (8/9) | 77.78 (7/9) | | 3 | 10 | 12 | 12 | 75.00 (9/12) | 75.00 (9/12) | | 4 | 10 | 9 | 15 | 73.33 (11/15) | 66.67 (10/15) |
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