Ahmed-M-G/KNN-Regressor

Using KNN-Regressor for many different tasks

KNN-Regressor

Using KNN-Regressor for many different tasks

• Task_1: Generate a random dataset and apply the concept of KNN Regression to it.

  

• Task_2: Generate a random data set and compare K-Nearest Neighbors Regressor and Linear Regression using the linearity problem.

  

• Task_3: Generate a Random Data Set and Compare K-Nearest Neighbors Regressor and Linear Regression Using the non-linearity problem.

  

• Task_4: This Task uses the bike-sharing dataset. The goal is to predict the count of total rental bikes using the KNN Regressor and the OLS Linear Regression.

  • Day Dataset Distribution

    

  • Hour Dataset Distribution