Table 3.

Feature pruning results using SMOTE

Model	Pruned Feature Set
Random Forest	mean skin temperature, EDA mean, x-axis median, y-axis interquartile range, z-axis interquartile range
Decision Tree	mean skin temperature, EDA 20th percentile, EDA mean, z-axis median
Logistic Regression	mean skin temperature, EDA peaks, EDA mean, x-axis total power, y-axis interquartile range, y-axis zero crossing rate, y-axis minimum, y-axis skew
Support Vector Machine	mean skin temperature, EDA 20th percentile, y-axis median, z-axis mean