Experimental Evaluation of Time-Series Decision Tree.
Yuu YamadaEinoshin SuzukiHideto YokoiKatsuhiko TakabayashiPublished in: Active Mining (2003)
Keyphrases
- experimental evaluation
- decision trees
- decision tree algorithm
- logistic regression
- decision tree induction
- abnormal patterns
- dynamic time warping
- decision tree classifiers
- non stationary
- machine learning algorithms
- training set
- decision tree learning
- predictive accuracy
- data sets
- random forest
- weather forecasting
- decision tree construction
- moving average
- financial time series
- quasi periodic
- classification models
- synthetic and real datasets
- stock market
- long term
- evolutionary algorithm
- training data
- machine learning
- neural network