Table 6 The performance of the machine learning-based classifier on the 25 dietary supplements in the test data
Dietary Supplement | Number | Precision | Recall | F-measure |
|---|---|---|---|---|
Alfalfa | 30 | 0.904 | 0.900 | 0.900 |
Biotin | 30 | 0.927 | 0.900 | 0.904 |
Black cohosh | 30 | 0.937 | 0.933 | 0.933 |
Coenzyme Q10 | 30 | 0.809 | 0.800 | 0.799 |
Cranberry | 30 | 0.945 | 0.933 | 0.934 |
Dandelion | 30 | 0.939 | 0.933 | 0.926 |
Echinacea | 30 | 0.913 | 0.900 | 0.902 |
Fish oil | 30 | 0.938 | 0.933 | 0.933 |
Flax seed | 30 | 0.900 | 0.900 | 0.900 |
Folic acid | 30 | 0.911 | 0.900 | 0.900 |
Garlic | 30 | 0.919 | 0.900 | 0.903 |
Ginger | 30 | 0.893 | 0.867 | 0.861 |
Ginkgo | 30 | 0.943 | 0.933 | 0.932 |
Ginseng | 30 | 0.947 | 0.933 | 0.935 |
Glucosamine | 30 | 0.936 | 0.933 | 0.933 |
Glutamine | 30 | 0.938 | 0.933 | 0.934 |
Kava kava | 30 | 0.913 | 0.900 | 0.902 |
Lecithin | 30 | 0.939 | 0.933 | 0.934 |
Melatonin | 30 | 0.806 | 0.800 | 0.801 |
Milk thistle | 30 | 0.787 | 0.767 | 0.751 |
Saw palmetto | 30 | 0.907 | 0.900 | 0.900 |
St. John’s Wort | 30 | 0.910 | 0.900 | 0.900 |
Turmeric | 30 | 0.927 | 0.900 | 0.886 |
Valerian | 30 | 0.944 | 0.933 | 0.928 |
Vitamin E | 30 | 1.000 | 1.000 | 1.000 |