Table 4 Results of weight vector optimization and ten-fold validation
From: ChemProps: A RESTful API enabled database for composite polymer name standardization
Fold | w1 | w2 | w3 | w4 | w5 | w6 | w7 | w8 | w9 | w10 | w11 | w12 | Min training score | Ten-fold test score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 1 | 1 | 1 | 1 | 0.8 | 0.8 | 0 | 0 | 1.2 | 1.2 | 1 | 2 | 0.8 | 0.8 |
2 | 1 | 1 | 1 | 1 | 0.8 | 0.8 | 0 | 0 | 1.2 | 1.2 | 1 | 2 | 0.8 | 2.4 |
3 | 1 | 1 | 1 | 1 | 0.8 | 0.8 | 0 | 0 | 1.2 | 1.2 | 1 | 2 | 0.8 | 2.4 |
4 | 1 | 1 | 1 | 1 | 0.8 | 0.8 | 0 | 0 | 1.2 | 1.2 | 1 | 2 | 0.8 | 0.8 |
5 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 2 | 1 | 0 |
6 | 1 | 1 | 1 | 1 | 0.8 | 0.8 | 1 | 1 | 1.2 | 1.2 | 1 | 1 | 0.8 | − 1 |
7 | 1 | 1 | 1 | 1 | 0.8 | 0.8 | 0 | 0 | 1.2 | 1.2 | 1 | 2 | 0.8 | 0.8 |
8 | 1 | 1 | 1 | 1 | 0.8 | 0.8 | 0 | 0 | 1.2 | 1.2 | 1 | 2 | 0.8 | 2 |
9 | 1 | 1 | 1 | 1 | 0.8 | 0.8 | 0 | 0 | 1.2 | 1.2 | 1 | 2 | 0.8 | 1.6 |
10 | 1 | 1 | 1 | 1 | 0.8 | 0.8 | 0 | 0 | 1.2 | 1.2 | 1 | 2 | 0.8 | 1.6 |