GitHub - LangYujian/HousePrediction: Predict the housing price with Kaggle's dataset

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Predict the housing price with Kaggle's dataset

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Feature Exploration.Rmd		Feature Exploration.Rmd
Feature Exploration.html		Feature Exploration.html
Linear Regression Model.Rmd		Linear Regression Model.Rmd
Linear Regression Model.html		Linear Regression Model.html
README		README
Tree Based Model.Rmd		Tree Based Model.Rmd
Tree Based Model.html		Tree Based Model.html
data_complete.csv		data_complete.csv
data_price_complete.csv		data_price_complete.csv
dt_price_result.csv		dt_price_result.csv
dt_result.csv		dt_result.csv
gbt_price_result.csv		gbt_price_result.csv
gbt_result.csv		gbt_result.csv
result.csv		result.csv
result1.csv		result1.csv
result2.csv		result2.csv
result3.csv		result3.csv
rf_price_result.csv		rf_price_result.csv
rf_result.csv		rf_result.csv
test.csv		test.csv
test_complete.csv		test_complete.csv
test_price_complete.csv		test_price_complete.csv
train.csv		train.csv

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This Project is to predict the housing price with data from Kaggle.

The involved algorithm for the prediction is Linear Regression, Decision Tree, Random Forest, Gradient Boosting Tree