house-price-predictor

Given various features of the houses, predict house prices using ensemble methods including AdaBoost, Gradient Boost and XGBoost. This repository focuses on comparison between different ensemble methods and their efficiency.

Ensemble Techniques

1. AdaBoost
2. Gradient Boost
3. XGBoost

Dataset Link: "house_price":

https://www.kaggle.com/harlfoxem/housesalesprediction

Attributes Information (total features = 19):

1. id: notation for house
2. date: date house was sold
3. sqft_living: square footage of house
4. bedrooms: number of bedrooms
5. price: house price (prediction target) and so on...

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Special Thanks to "sid321axn" for kernel reference.