Crop Yield Prediction at various Districts of Karnataka using ML

Language: English

Published by LAP LAMBERT Academic Publishing Jan 2023, 2023

6205639521 / 9786205639528

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This item is printed on demand - Print on Demand Titel. Neuware -Climate change has had a negative impact on the performance of most crops in India over the previous two decades. Crop yield prediction ahead of time would assist farmers and policymakers in determining appropriate marketing, transportation, and storage strategies. This proposed method will assist farmers in determining the crop yield prior to the cultivation of the agricultural land, allowing them to make informed decisions. In this work, first identify the factors that influence crop output to effectively predict the yield. Temperature, soil moisture, humidity, solar radiation, and pH value are all important factors. Needed to collect and analyze data on these factors for our benefit and there are various ways or algorithms for such data analysis in crop prediction, and can predict the crop yield with the help of these algorithms. In this proposed method, would like to look at the problem from the perspective of Machine Learning by evaluating various algorithms such as Random Forest, Simple Linear Regression (SLR), and Neural Networks to guarantee that considered the best algorithm and achieve the highest possible accuracy.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 52 pp. Englisch.…

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Title
Crop Yield Prediction at various Districts of Karnataka using ML
Author
Prathibhavani P. M.
Publisher
LAP LAMBERT Academic Publishing Jan 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6205639521
ISBN 13
9786205639528
Item weight
96 grams
Dimensions
220x150x4 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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