massquantity/Kaggle-HousePrices

Kaggle - House Prices: Advanced Regression Techniques

This is a kaggle kernel I wrote for House Prices competition. For your convenience, please view it in kaggle or NbViewer

Content:

1. Exploratory Visualization
2. Data Cleaning
3. Feature Engineering
   3.1 Value Mapping
   3.2 Pipeline
   3.3 Feature Selection
   3.4 PCA
4. Modeling & Evaluation
5. Ensemble Methods
   5.1 Weight Average
   5.2 Stacking