Input Use Efficiency Management for Paddy Production Systems in India: A Machine Learning Approach

Input Use Efficiency Management for Paddy Production Systems in India: A Machine Learning Approach

This research illustrates the technical efficiency of the pan-India paddy cultivation status obtained through a stochastic frontier approach. The results suggest that the mean technical efficiency varies from 0.64 in Gujarat to 0.95 in Odisha. Inputs like human labor, mechanical labor, fertilizer, i...

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Bibliographic Details
Main Authors: Priya Brata Bhoi, Veeresh S. Wali, Deepak Kumar Swain, Kalpana Sharma, Akash Kumar Bhoi, Manlio Bacco, Paolo Barsocchi
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Agriculture
Subjects:
paddy
stochastic frontier
machine learning
<i>k</i>-nearest neighbour (KNN)
support vector machine (SVM)
random forest (RF)
Online Access:https://www.mdpi.com/2077-0472/11/9/837

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https://www.mdpi.com/2077-0472/11/9/837

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