A Machine Learning Based Heuristic to Predict the Efficacy of Online Sale

It is difficult to decide upon the efficacy of an online sale simply from discount offered on commodities. Different features have different influence price a product which must be taken into consideration when determining significance discount. In this paper we proposed machine learning based heuristic quantify “significance” any commodity. Our technique can and original price, hence guide buyer during season by predicting sale. We applied Flipkart Summer Sale dataset using Support Vector Machine, predicts with accuracy 91.11%. result shows that very few mobile phones significant Sale.