1 publication

• Published Subscription Review Article 3 Apr 2024

  Machine Learning Based House Price Forecasting

  By Santushti Betgeri, Dimple Thakar, Monisha Mohan

  Abstract: This research endeavours to craft a predictive model leveraging machine learning to estimate the market value of houses in Delhi. By integrating Python and its powerful libraries, pandas for data processing, Plot for interactive visualizations, scikit-learn for implementing machine learning algorithms, XGBoost for boosting the model's prediction accuracy, and to evaluate the model's performance cross-validation techniques are used. An interactive user interface is created using a Flask web application to …

  Published in Current Trends in Information Technology · Vol. 14, Issue 1, 2024 · pp. 5–11 Read article →