Lab 3 Simple Linear Regression in #RapidMiner
Channel: LBSocial
Date: 11/09/2020

Objectives:
• To learn how to predict house prices with a simple linear regression model

Data: 
• Download the house price excels file from https://github.com/xbwei/machine_learning_in_rapidminer/blob/master/house_price.xlsx 
Steps:

1. Load the house_price data into RapidMiner.
2. Split the data, e.g., 70% for training and 30% for testing. 
3. Establish a simple linear regression to predict prices based on areas. 
4. Report the R square on the training data and testing data.
5. Visualize the predicted prices and actual prices of the testing data. 


More about RapidMiner: https://www.youtube.com/playlist?list=PLHutrxqbP1Bx-zZxtex-EgwMFsjjjwYGO

For more concise tutorials, please check the following.

Machine Learning in RapidMiner: https://www.youtube.com/playlist?list=PLHutrxqbP1BzyutPkuzTXPwAroHS9j8Vd

Machine Learning in Python: https://www.youtube.com/playlist?list=PLHutrxqbP1ByXVJyAJe5zrnNkZA11xJI0