From: Forex market forecasting using machine learning: Systematic Literature Review and meta-analysis
 | Attribute description | |
---|---|---|
Machine learning algorithm used | What type(s) of machine learning algorithms were employed in the research? | |
Dataset | Currency pair | What kind of data was utilized to train the model? EURUSD, for example What is the duration of the dataset? What period is under consideration? Eg. 1d,1H,4H,1Â W,1Â M etc |
Period | ||
Validation techniques | What technique has been used to validate the model? E.g., k-fold cross-validation, the percentage split, etc | |
Evaluation metrics | What evaluation measures, such as Root Mean Square (RMS), Precision, Recall, F Measure, and AUC-ROC, were utilized to assess the model's accuracy? | |
Evaluation Metric Formulae | What is the formula for the evaluation metrics? | |
Baseline Model | What baseline model was used in the article? |