Evaluating the usage of tree-based ensemble methods in groundwater spring potential mapping
The main goal of the study was to estimate the efficiency and predictive ability of a series of tree-based ensemble methods in groundwater spring potential mapping. The study introduces a novel hybrid integration approach based on J48 Decision Trees (J48), AdaBoost (AB), Bagging (Bag), RandomSubSpac...
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| Main Authors: | , , , , , , , |
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| Format: | Article |
| Published: |
Elsevier B. V.
2020
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| Subjects: | |
| Online Access: | http://eprints.utm.my/id/eprint/87136/ http://dx.doi.org/10.1016/j.jhydrol.2020.124602 |
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