| # | Title |
|---|---|
| 1 | Chi-Squared Test, Pearson Correlation Coefficient, Covariance |
| 4 | Decision Tree, Random Forest, Naive Bayes Classifier |
| 5 | Artificial Neural Network |
| 6 | Association Rules |
- PreProcessing
- Drop unnecessary columns
- Fill null values with column distribution
- Convert column data type
- Boolean
- Datetime
- Timedelta
- Literal month to integer
- Merge seperated date
- One Hot Encoding
- Visualize Bookings
- by Country
- by Arrival time: (Month, Week) × (Overall, Family)
- Relations
- Cancel Date and Check-In Date
- Booking Date and Check-In Date
- Reasoning Canceled Booking
- Statistic Lowest Booking Prices