Research on Security Anomaly Detection for Big Data Platforms Based on Quantum Optimization Clustering

Table 4

Clustering accuracy and performance of three algorithms.

Algorithms	Datasets	Accuracy	Standard deviation
AP	Wine	0.6953	3.156e − 5
	Seeds	0.7326	3.142e − 5
	Iris	0.6647	3.113e − 5
	Flowers	0.7065	3.246e − 5
	Glass	0.7328	3.303e − 5
ACO-AP	Wine	0.7930	2.341e − 5
	Seeds	0.8438	2.361e − 5
	Iris	0.7727	2.411e − 5
	Flowers	0.8224	2.252e − 5
	Glass	0.8152	2.273e − 5
Quantum ACO-AP	Wine	0.8237	1.341e − 5
	Seeds	0.8982	1.252e − 5
	Iris	0.7921	1.411ee − 5
	Flowers	0.8556	1.252e − 5
	Glass	0.8473	1.273e − 5