Table 1.
The general representation of a classic confusion matrix.
Fig 1.
Top 10 features based on hand measurements (Random forests).
Fig 2.
Top 10 features based on hand measurements (XGBoost).
Table 2.
Statistical significance results based on dominant hand measurements.
Table 3.
The results of machine learning algorithms based on the dominant hand measurements.
Table 4.
The confusion matrices corresponds to the random forests and XGBoost algorithms.
Table 5.
The ranges of parameters and optimal values corresponding to the each model.