Research Article
A Prediction Model for Top-Coal Drawing Capability in Steep Seams Based on PCA–GRNN
| | PC | Initial eigenvalues | Extraction sums of squared loadings | Rotation sums of squared loadings | | Total | Variance percent | Cumulative variance (%) | Total | Variance percent | Cumulative variance (%) | Total | Variance percent | Cumulative variance (%) |
| | 1 | 3.660 | 40.670 | 40.670 | 3.660 | 40.670 | 40.670 | 3.306 | 36.737 | 36.737 | | 2 | 1.971 | 21.897 | 62.567 | 1.971 | 21.897 | 62.567 | 2.294 | 25.492 | 62.229 | | 3 | 1.144 | 12.713 | 75.280 | 1.144 | 12.713 | 75.280 | 1.175 | 13.052 | 75.280 | | 4 | 0.870 | 9.662 | 84.942 | | | | | | | | 5 | 0.484 | 5.379 | 90.321 | | | | | | | | 6 | 0.444 | 4.932 | 95.253 | | | | | | | | 7 | 0.177 | 1.970 | 97.224 | | | | | | | | 8 | 0.155 | 1.719 | 98.943 | | | | | | | | 9 | 0.0195 | 1.057 | 100 | | | | | | |
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