Smart Solution Finder with classification

Abstract

Fixing errors is a crucial part of developer for a large-scale software. Most of the developer wasting so much time on searching solutions for errors, and this will affect the overall productivity of the software. Therefore, a new software has to be developed, which can easily find a solution for a particular error. The software gets the error and shows a solution to fix it. And a search bot can type a problem and search for a best possible solution for reducing productivity. In order to find the best answer to a question, a classification algorithm is used. Stack overflow is the most popular website of question and answer (Q&A) category. Because of popularity, it is difficult to identify quality answers. The proposed solution addresses this problem by using Random Forest Classifier to predict the quality of the questions.