An Ensemble Learning Approach for the Kaggle Taxi Travel Time Prediction Challenge.
Thomas HochPublished in: DC@PKDD/ECML (2015)
Keyphrases
- ensemble learning
- travel time
- public transport
- ensemble classifier
- ensemble methods
- prediction accuracy
- generalization ability
- traffic flow
- road network
- traffic data
- prediction model
- base classifiers
- shortest path
- concept drift
- feature selection
- traffic conditions
- vehicle routing problem
- artificial neural networks
- lower bound
- neural network
- error rate
- non stationary
- unlabeled data
- simulated annealing
- data streams
- genetic algorithm