Research Article
Direct Interval Prediction of Landslide Displacements Using Least Squares Support Vector Machines
Table 2
Prediction results of the proposed method in the testing set of the Tanjiahe landslide.
| | Times | ZG289 | ZG287 | | CWC | PICP | NMPIW | CWC | PICP | NMPIW |
| | 1 | 0.1293 | 0.9444 | 0.1275 | 0.1185 | 0.9444 | 0.1168 | | 2 | 0.1339 | 0.9444 | 0.1321 | 0.1034 | 0.9444 | 0.1018 | | 3 | 0.2803 | 0.8889 | 0.1318 | 0.2073 | 0.8889 | 0.0972 | | 4 | 0.1207 | 0.9444 | 0.1189 | 0.0948 | 1.0000 | 0.0938 | | 5 | 0.1116 | 0.9444 | 0.1100 | 0.1329 | 1.0000 | 0.1319 | | 6 | 0.1238 | 1.0000 | 0.1228 | 0.1069 | 0.9444 | 0.1052 | | 7 | 0.1239 | 0.9444 | 0.1221 | 0.1197 | 0.9444 | 0.1179 | | 8 | 0.2382 | 0.8889 | 0.1118 | 0.1770 | 0.8889 | 0.0829 | | 9 | 0.1365 | 0.9444 | 0.1347 | 0.2270 | 0.8889 | 0.1066 | | 10 | 0.1372 | 0.9444 | 0.1354 | 0.1030 | 1.0000 | 0.1020 | | Best | 0.1116 | 0.9444 | 0.1100 | 0.0948 | 1.0000 | 0.0938 | | Median | 0.1316 | 0.9444 | 0.1251 | 0.1191 | 0.9444 | 0.1036 | | SD | 0.0571 | 0.0315 | 0.0091 | 0.0474 | 0.0454 | 0.0138 |
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