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Istanbul, TR

Recent Meetup: Covered a Kaggle Project

Atabarezz
13 - Pulsar

Hi All,

 

In our recent meetup we have covered a Kaggle Project...

 

"Ask a home buyer to describe their dream house, and they probably won't begin with the height of the basement ceiling or the proximity to an east-west railroad."

 

You may find relevant documentations and data at the following address...

https://www.kaggle.com/c/house-prices-advanced-regression-techniques

2 REPLIES 2
Atabarezz
13 - Pulsar

The paper that refers to all the details on the data being used and how house prices can be predicted is attached as a PDF documentation...

Atabarezz
13 - Pulsar

Also here is a workflow that covers

1) Basic data understanding

2) Missing imputation

3) Linear regression modelling (not the best method but OK as a starter)

4) And a scoring flow to generate a Kaggle competition input...

 

It's attached, looking forward for questions comments and suggestions for

both simplifying the workflow and increasing the accuracy...

 

Happy new year...