All-Clear Flare Prediction Using Interval-based Time Series Classifiers.
Anli JiBerkay AydinManolis K. GeorgoulisRafal A. AngrykPublished in: CoRR (2021)
Keyphrases
- prediction accuracy
- financial time series
- moving average
- training data
- ensemble classifier
- prediction model
- chaotic time series
- box jenkins
- extreme values
- forecasting accuracy
- decision trees
- exponential smoothing
- naive bayes
- classification algorithm
- feature set
- linear classifiers
- non stationary
- roc curve
- support vector
- prediction error
- neural networks and support vector machines
- machine learning
- feature selection
- classification accuracy
- prediction algorithm
- supervised classification
- multi layer perceptron
- classification rate
- ensemble learning
- training samples
- stock market
- machine learning methods
- short term
- test set
- machine learning algorithms