Abstract: The forecasts are prediction, projection, or estimate of some future activity derived from observations that are random variables, and they are not especially informative unless accompanied by some indication of the magnitude of prediction error. Several researchers using different tools such as SPSS, WEKA and Python with various algorithms and models, worked on forecast of agricultural areas include crop yield. However, their findings still need improvement for more accurate performance.