PREDECTION OF CROP PRODUCTION WITH THEHELP OF MACHINE LERNING ALGORITHM









Abstract

As we all know, the backbone of the Indian economy is agriculture. Agriculture is a most important factor for the survival of the peoples. In agriculture, climate and productionplay a big role. The r a p i d l y c h a n g i n g climate in India most of the crops having a negative impact at the time of harvesting. This research focuses on using several machine learning techniques to estimate crop yield. We will use various models here for the prediction by using Logistic Regression, Naïve bias and random forest algorithm which will provide more accuracy in reports. The prediction help the farmers to make appropriate decision on whatever crop is sowing to increased the production by checking the factors like health of soil, temperature, humidity, rainfall, field area. Prediction of crop production is help out the farmers to easily make all arrangement of marketing and storage. In this research paper we will try to full fill the gap between the agriculture and technology


Modules


Algorithms


Software And Hardware