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Geofluids
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2022
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Article
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Tab 3
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Research Article
Application of Artificial Intelligence Models to Predict the Tensile Strength of Glass Fiber-Modified Cemented Backfill Materials during the Mine Backfill Process
Table 3
The performance indicators of different prediction models.
Training set
Testing set
RMSE
MAE
RMSE
MAE
ABC-SVM
0.9844
0.0474
0.0413
0.9555
0.0749
0.0605
DE-SVM
0.9677
0.0541
0.0515
0.9359
0.0967
0.0707
GA-SVM
0.9835
0.0453
0.0384
0.9539
0.0769
0.0626
SSA-SVM
0.9717
0.0501
0.0507
0.9413
0.0860
0.0661