Table 5 Comparative analysis of the proposed method against existing IDS models.

References	Islanding Detection Technique	No. of Input Features	Accuracy, %	Detection time
^[[66]]	DNN	4	98.3	180 ms
^[[67]]	FL	4	96.43	229 ms
^[[68]]	ANN	12	97.1	500 ms
^[[37]]	SVM	5	99.49	50 ms
^[[34]]	RF	4	99	180 ms
^[[69]]	CNN	1	98.78	218 ms
^[[53]]	ANFIS	7	78.71	40 ms
	Proposed (RF ML)	6	100	167 ms

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