euclides-filho/kaggle-allstate-purchase

Code used to achieve 9th/1568 on private leaderboard on Kaggle's 'Allstate Purchase Prediction Challenge'

kaggle-allstate-purchase

Code used to achieve 9th/1568 on private leaderboard on Kaggle's 'Allstate Purchase Prediction Challenge'

• Project: http://www.kaggle.com/c/allstate-purchase-prediction-challenge
• Ranking: 9th from 1568 teams
• Work Period: 12-may-2014 to 19-may-2014
• Author: Euclides Fernandes Filho
• email: euclides5414@gmail.com

Enviroment Used: Python 2.7.5, sklearn 0.14.1, Windows 7, MySQL 5.6

How to use:

• 0 - At least 1GB of disk space for datafiles
• 1 - create a MySQL Database.
• 2 - Update connection parameters at "run_once.py" and "parse.py" files
• 3 - download the datafiles from "http://www.kaggle.com/c/allstate-purchase-prediction-challenge/data" unzip and put it on ".\data" folder
• 3 - execute "run_once.py" to setup the Database
• 4 - execute "ensemble.py" to perform the prediction
• 5 - enjoy :)