- Using pandas to import traning data
- Extract datetime, year and month from training data
- Select a random sample of 10000 records out of 37 million records
- Select 2013 and early 2014 and mark it t1
- Select late 2014 and mark it t2
- Remove non-booking data
- Do PCA on destination
- Extact Checkin and Checkout dates
- RandomForest from sklearn
- Group by search destination distance
- Obtain most frequent hotels
hobbyexplorer/expedia-kaggle
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