Research Article
Least Square Support Tensor Regression Machine Based on Submatrix of the Tensor
Table 6
RMR for artificial data, Ticdata2000, and BlogData of different data size, respectively.
| | Artificial data | MSE (variance) | Ticdata2000 | MSE (variance) | BlogData | MSE (variance) |
| | 0.7001 (0.1825) | | 0.1325 (0.0011) | | 9.0560 (0.1809) | | 0.7624 (0.0505) | | 0.1314 (0.0121) | | 10.2741 (0.1544) | | 0.7056 (0.2212) | | 0.1488 (0.0019) | | 9.7221 (0.1097) | | 0.6659 (0.0577) | | 0.0942 (0.0008) | | 7.7979 (0.1603) | | 0.9848 (0.4923) | | 0.1279 (0.0007) | | 8.9549 (0.1950) | | 0.7258 (0.0626) | | 0.1071 (0.0016) | | 7.7215 (0.1695) | | — | — | | 0.1364 (0.0011) | — | — | | — | — | | 0.1348 (0.0052) | — | — | | — | — | | 0.1264 (0.0031) | — | — | | — | — | | 0.1304 (0.0006) | — | — |
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