The objective of this notebook is to provide core concepts of Multiple Regression analysis such as correlation and use of RFE for feature reduction
Regression is a handy tool to find relationships between dependent variables and independent variables. However, we cannot always fit a regression line to any given dataset. The objective of this notebook is to provide core concepts of Linear Regression analysis.
In this Kaggle Competition, we need to predict the number of incidents in specific areas of Dubai. The final goal is to reduce the waiting time for the patrols. But in order to do so, we need to predict when and where the incidents will take place.