Mobile Anomaly Detection Based on Improved Self-Organizing Maps

Table 1

The comparison in Iris dataset.

Size	Algorithm1			Algorithm2
	max AR	min AR	Ave Ar	Threshold	AR
	96.67%	33.33%	71.00%	0.90	93.33%
	86.67%	53.33%	72.00%	0.97	93.33%
	96.67%	43.33%	69.67%	0.97	100.00%
	96.67%	46.67%	63.33%	0.97	93.33%
	96.67%	53.33%	74.00%	0.90	100.00%
	93.33%	53.33%	75.33%	0.89	100.00%
	100.00%	73.33%	85.67%	0.88	100.00%
	93.33%	46.67%	76.00%	0.88	100.00%
	100.00%	73.33%	90.00%	0.85	100.00%
	96.67%	80.00%	85.00%	0.69	100.00%
	100.00%	60.00%	83.00%	0.66	100.00%
	100.00%	63.33%	85.33%	0.58	100.00%
	96.67%	76.67%	88.67%	0.51	100.00%