表4
在保持每个集合的学习率和映射范围不变的情况下,所选主成分的数量会影响算法的准确性。
|
| 个人电脑 |
没有设置。1 |
没有设置。2 |
没有设置。3. |
没有设置。4 |
没有设置。5 |
|
| 5 |
61.35% |
65.55% |
84% |
69.75% |
81.52% |
| 6 |
55.46% |
64.71% |
79.83% |
68.07% |
84.03% |
| 7 |
62.19% |
66.39% |
78.99% |
68.91% |
82.35% |
| 8 |
66.39% |
66.39% |
78.99% |
65.55% |
78.15% |
| 9 |
59.66% |
66.39% |
70.59% |
67.23% |
76.47% |
| 10 |
58.82% |
68.91% |
80.67% |
66.39% |
74.79% |
| 11 |
63.03% |
65.55% |
69.75% |
63.87% |
75.63% |
| 12 |
58.82% |
60.5% |
72.27% |
63.03% |
78.15% |
| 13 |
62.19% |
63.87% |
70.59% |
63.87% |
74.79% |
| 14 |
63.87% |
62.19% |
73.95% |
62.19% |
77.31% |
| 15 |
57.98% |
63.03% |
69.75% |
63.03% |
73.95% |
| 16 |
62.19% |
59.66% |
68.07% |
63.03% |
76.47% |
| 17 |
62.19% |
67.23% |
72.29% |
63.87% |
77.31% |
| 18 |
63.03% |
60.5% |
71.43% |
62.19% |
76.47% |
| 19 |
64.71% |
67.23% |
72.29% |
64.71% |
79.83% |
| 20. |
62.19% |
64.71% |
79.83% |
62.19% |
73.95% |
| 21 |
60.5% |
66.39% |
74.79% |
61.35% |
80.67% |
| 22 |
63.03% |
66.39% |
78.15% |
62.19% |
71.43% |
| 23 |
63.03% |
63.87% |
80.67% |
63.87% |
74.79% |
| 24 |
58.82% |
60.5% |
73.95% |
62.19% |
80.67% |
| 25 |
59.66% |
60.5% |
68.91% |
63.03% |
79.83% |
|
|