Research Article

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

Table 2

Comparison between BMC and DTMC at 10% noise.

Noise = 10%Mean prediction error (%)Improvement
Time unitsBMCDTMC

114.04%16.60%15.42%
218.78%20.96%10.40%
322.98%24.35%5.63%
426.75%27.83%3.88%
527.57%28.50%3.26%