Table 3 Top 30 most important variables for predicting top 3 Kampo formulas with non-specialist variable set. Higher importance values indicate that the item makes a more sizable contribution to predicting the Kampo formulas
No. | Item name | Importance |
|---|---|---|
1 | Age | 6.96 |
2 | Body mass index | 5.78 |
3 | Excess–deficiency pattern | 4.92 |
4 | Depressed mood | 2.17 |
5 | Irritability | 2.07 |
6 | Early-morning awakening | 2.00 |
7 | Heat sensation in the face | 1.98 |
8 | Hot flashes | 1.96 |
9 | Heat pattern | 1.95 |
10 | Neck stiffness | 1.73 |
11 | Sex | 1.57 |
12 | Bleary eyes | 1.57 |
13 | Palpitations | 1.50 |
14 | Tires easily | 1.49 |
15 | Eyestrain | 1.40 |
16 | Leg fluctuation | 1.29 |
17 | Arousal during sleep | 1.22 |
18 | Headache | 1.21 |
19 | Difficulty in falling asleep | 1.21 |
20 | Shoulder stiffness | 1.20 |
21 | Leg spasms | 1.08 |
22 | Forgetfulness | 1.06 |
23 | Shoulder pain | 1.00 |
24 | Hie legs | 0.89 |
25 | Quick to sweat | 0.89 |
26 | Back stiffness | 0.87 |
27 | Decreased visual acuity | 0.86 |
28 | Sleepy after eating | 0.85 |
29 | Numbness legs | 0.82 |
30 | Dry skin | 0.81 |