IlaveniRanjith / Quora-Question-Pair-Similarity-problem

Quora-Question-Pair-Similarity-problem

In this we Described the problem of question pair similarity in Quora.

Problem Statement

Identify which questions on Quora are duplicate. This could be useful to instantly provide answers to questions that have already been answered. We are tasked with predicting whether a pair of questions are duplicates or not. In Order to predict the questions are similar or not we used Following Machine Learning Models

1. XG Boost Classifier
2. Random Forest Classifier
3. Logistic Regression Classifier
4. Decision tree Classifier

Results

Models	Accuracy Score
Decision Tree	80.35%
Random Forest	80.35%
Logistic Regression	71%
XGBoost	79.7%

We Can Conclude that by seeing above results the Decision Tree Classifier gives the best results according to Accuracy.