A One-Class Classification-Based Control Chart Using the -Means Data Description Algorithm
Figure 3
Phase II of OC-charts: (a) the KM-chart detected one out-of-control cigarette, (b) the K-chart detected one out-of-control cigarettes, and (c) the KNN-chart detected two out-of-control cigarettes.