Research Article

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

Table 3

Comparison between BMC and DTMC at 20% noise.

Noise = 20%Mean prediction error (%)Improvement
Time unitsBMCDTMC

114.67%17.42%15.79%
219.61%21.85%10.25%
323.61%25.23%6.42%
427.66%28.73%3.72%
528.42%29.42%3.40%