Research Article

A Novel System Anomaly Prediction System Based on Belief Markov Model and Ensemble Classification

Table 6

Comparison between BMC and DTMC at 50% noise.

Noise = 50%Mean prediction error (%)Improvement
Time unitsBMCDTMC

116.38%20.07%18.36%
222.26%24.79%10.21%
325.90%28.12%7.89%
428.83%30.75%6.24%
531.23%32.48%3.85%