Table 5 Runtime performance analysis of classifiers.

From: Improving efficiency in smart grid monitoring using hybrid classification and dimensionality reduction

Classifier

Execution time (s)

Memory usage (MB)

SVM

95

220

RF

80

190

HUG-RF

60

160