Kulayan ang Drawing: Predicting Cancellation of Hotel Bookings

Kulayan ang Drawing: Predicting Cancellation of Hotel Bookings

Abstract The hospitality industry is an essential part of travelling and tourism. As the hotel industry’s market size grows, so is the rate of cancelled bookings and at one point this rate reached to as much as 40%. While cancellation of booking is inevitable due to...
Buy or Sell? A Machine Learning Approach to Trading

Buy or Sell? A Machine Learning Approach to Trading

Abstract Technical indicators are one of many tools traders and investors use to anticipate price changes of assets. In practice, these signals are observed to possess some level of predictive power used to gain excess returns. In this study, a hybrid rule based...