Research Article
Immovable Cultural Relics Disease Prediction Based on Relevance Vector Machine
Table 3
Score of principal component analysis.
| Environmental factors | Principal components | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
| Wind speed (m/s) | 0.318 | −0.205 | 0.043 | −0.275 | 0.073 | 0.079 | −0.194 | −0.030 | Temperature | −0.086 | 0.010 | 0.153 | −0.141 | 0.120 | −0.438 | 0.092 | 0.342 | Wind direction | −0.213 | 0.379 | 0.284 | −0.325 | 0.111 | 0.502 | 0.256 | 0.422 | Ultraviolet intensity (μw/cm2) | 0.354 | −0.428 | −0.127 | −0.154 | 0.207 | −0.006 | 0.670 | 0.229 | Illumination (lx) | −0.178 | −0.168 | −0.020 | 0.223 | 0.886 | 0.213 | −0.184 | −0.112 | Precipitation intensity (mm/h) | 0.096 | 0.091 | 0.013 | −0.020 | −0.016 | −0.003 | 0.048 | −0.088 | Cumulative illumination | 0.451 | 0.366 | 0.167 | −0.055 | 0.164 | 0.028 | −0.100 | 0.017 | SO2 (μg/m3) | 0.025 | −0.354 | 0.832 | 0.374 | −0.149 | 0.089 | 0.071 | −0.047 | O3 (μg/m3) | 0.345 | −0.182 | −0.034 | −0.037 | −0.114 | 0.304 | −0.546 | 0.471 | NO2 (μg/m3) | −0.236 | 0.256 | 0.034 | 0.099 | −0.057 | 0.239 | 0.107 | −0.042 | Humidity (%) | 0.167 | 0.188 | −0.269 | 0.752 | −0.042 | 0.036 | 0.154 | 0.399 | Dust (μg/m3) | 0.223 | −0.052 | −0.169 | 0.025 | −0.169 | 0.540 | 0.218 | −0.431 | Dew point | 0.470 | 0.442 | 0.225 | 0.049 | 0.206 | −0.225 | 0.069 | −0.240 |
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