Random Forest Bagging and X-Means Clustered Antipattern Detection from SQL Query Log for Accessing Secure Mobile Data

Table 1

Tabulation of antipattern detection accuracy.

Number of queries	Antipattern detection accuracy (%)
	Existing cluster-based decision tree approach	Existing pattern detection method	Existing GPT	Proposed RFBXSQLQC technique
50	86	84	82	96
100	82	81	80	95
150	81	78	76	93
200	78	76	74	91
250	77	75	73	89
300	80	78	77	92
350	83	81	80	95
400	85	83	82	96
450	82	80	79	92
500	86	83	82	95