Automated farming prediction

Farming is a predominantly manual process. The incorporation of any form of automation through the means of machine learning algorithms is still in incipient stage. This paper aims to introduce a fundamental approach to inaugurate the use of machine learning systems in the farming process. A comparative study between machine learning algorithms had been carried out in order to determine which algorithm is the most accurate in predicting the best crop for a particular land. Here, the best crop signifies the crop which had the most increase in terms of yield per unit area compared to previous years. This will ensure proper crop allocation throughout the country since optimal production for each crop will be secured. It will also increase…