https://github.com/justmarkham/kaggle-allstate
Allstate Purchase Prediction Challenge on Kaggle
https://github.com/justmarkham/kaggle-allstate
Last synced: 6 months ago
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Allstate Purchase Prediction Challenge on Kaggle
- Host: GitHub
- URL: https://github.com/justmarkham/kaggle-allstate
- Owner: justmarkham
- Created: 2014-05-05T00:07:56.000Z (over 11 years ago)
- Default Branch: master
- Last Pushed: 2014-05-23T00:20:35.000Z (over 11 years ago)
- Last Synced: 2025-04-30T11:12:51.562Z (9 months ago)
- Language: R
- Size: 1.52 MB
- Stars: 58
- Watchers: 9
- Forks: 81
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
## Allstate Purchase Prediction Challenge
For my [General Assembly Data Science](https://generalassemb.ly/education/data-science) class project, I competed in [Kaggle's Allstate Purchase Prediction Challenge](http://www.kaggle.com/c/allstate-purchase-prediction-challenge).
* [Project paper](allstate-paper.md) (Markdown document)
* [R code](allstate-code.R)
* [Blog post](http://www.dataschool.io/kaggle-allstate-purchase-prediction-challenge/)
* Presentation
* [Recording on YouTube](https://www.youtube.com/watch?v=HGr1yQV3Um0)
* [Slides on Speaker Deck](https://speakerdeck.com/justmarkham/allstate-purchase-prediction-challenge-on-kaggle)
* [PDF](allstate-presentation.pdf) or [PowerPoint](allstate-presentation.pptx)
There is a thread on the Kaggle forums in which competitors are [sharing their solutions](http://www.kaggle.com/c/allstate-purchase-prediction-challenge/forums/t/8218/solution-sharing), and another thread in which you can [provide feedback on my paper](http://www.kaggle.com/c/allstate-purchase-prediction-challenge/forums/t/8222/i-wrote-a-paper-on-the-allstate-competition-feedback-is-welcome/)!
Per the competition rules surrounding the sharing of code, I created this as a private repository and did not make it public until after the competition ended on May 19.