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A paper titled "Handling data imbalance in machine learning based landslide susceptibility mapping: a case study of Mandakini River Basin, North-Western Himalayas" has been published in Landslides, Springer with DOI: 10.1007/s10346-022-01998-1.
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The code is based on original codes of EasyEnsemble and BalanceCascade method developed by Xu-Ying Liu, Jianxin Wu, and Zhi-Hua Zhou, 2009
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Please add "libsvm-mat-2.9-1" to MATLAB path.
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All the codes and data is available inside the "MainCode" folder.
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To obtain the results of the paper execute "demoEasyEnsemble.m" or "demoBalanceCascade.m"
Contact: Sharad Kumar Gupta (sharadgupta27@gmail.com)
Please do acknowledge if you are using this repository.