Machine Learning Algorithms for Forecasting and Categorizing Euro-to-Dollar Exchange Rates.
Mohamed El MahjoubyMohamed Taj BennaniMohamed LamriniBadre BossoufiThamer A. H. AlghamdiMohamed El FarPublished in: IEEE Access (2024)
Keyphrases
- exchange rate
- machine learning algorithms
- benchmark data sets
- learning algorithm
- foreign exchange
- machine learning
- decision trees
- financial time series
- learning problems
- machine learning methods
- predictive accuracy
- stock price
- currency exchange
- random forests
- machine learning approaches
- long run
- learning tasks
- machine learning models
- text categorization
- input features
- risk aversion
- statistical machine learning
- k nearest neighbor
- machine learning systems
- active learning
- standard machine learning algorithms
- training data