Quadratic regression extends linear regression by adding squared terms and pairwise interaction terms, enabling the model to capture non-linear structure and predictor interactions. The article ...

Abstract: The optimal utilization of electrical energy is becoming increasingly necessary due to the rapid growth in the population. Several techniques have been designed to ensure judicious use of ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the gradient boosting regression technique, where the goal is to predict a single numeric value. Compared to ...

Abstract: Due to the rapid population growth, the load of electricity has increased sharply, but in comparison the assets used in the power generation are decreasing day by day. So there is a need to ...

This project focuses on time series forecasting to predict store sales for Corporation Favorita, a large Ecuadorian-based grocery retailer. The goal is to build a model that accurately predicts the ...

Here, we implement regularized linear regression to predict the amount of water flowing out of a dam using the change of water level in a reservoir. In the next half, we go through some diagnostics of ...

1 Institute of Technology, University of Douala, Douala, Cameroon. 2 Higher Teacher Training College, University of Yaoundé I, Yaoundé, Cameroon. Electricity is the main factor of economic growth in ...