In the broad framework of degradation assessment bearing, final objectives bearing condition monitoring is to evaluate different states and estimate quantitative analysis degree performance degradation. Machine learning classification matrices have been used train models based on health data real time feedback. Diagnostic prognostic driven perspective in prior research work improve assessment. ...