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Mahesh Chand Singh on Muck Rack

Mahesh Chand Singh

As seen in: Taylor & Francis Online
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Articles

Enhanced prediction of monthly reference evapotranspiration by optimizing SVR with the bagging algorithm in Indian Punjab

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By Anurag Malik, Jagdeep Singh, Mahesh Chand Singh
| Taylor & Francis Online
Abstract In this study, support vector regression (SVR) was enhanced with the Bagging (B-SVR) algorithm for monthly ET0 prediction at Ludhiana and Faridkot stations. The three different scenarios (S1, S2, and S3) were developed to predict monthly ET0 at study locations. The outcomes of the B-SVR model were compared against the SVR and Valiantzas models.
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