A Novel Decision Tree Approach for the Handling of Time Series.
Andrea BrunelloEnrico MarzanoAngelo MontanariGuido SciaviccoPublished in: MIKE (2018)
Keyphrases
- decision trees
- decision tree induction
- decision tree learning
- predictive accuracy
- decision tree algorithm
- multivariate time series
- non stationary
- machine learning algorithms
- logistic regression
- symbolic representation
- autoregressive
- feature construction
- naive bayes
- weather forecasting
- information gain
- dynamic time warping
- information systems
- leaf nodes
- stock market
- financial time series
- classification accuracy
- tree construction
- moving average
- training set
- decision tree classifiers
- decision tree algorithms