Research Article
Change Point Determination for an Attribute Process Using an Artificial Neural Network-Based Approach
Table 1
Performance comparisons among three approaches in the case of a known binomial process with a known MLE.
| | Approaches | SPC | MLE | Proposed |
| 0.12 | 135.44 (2.68) | 103.91 (1.14) | 117.91 (2.66) |
| 0.14 | 109.97 (0.83) | 101.00 (0.58) | 101.61 (0.62) |
| 0.16 | 104.09 (0.29) | 100.71 (0.20) | 101.50 (0.20) |
| 0.18 | 102.17 (0.13) | 100.11 (0.34) | 101.34 (0.09) |
| 0.20 | 101.39 (0.05) | 99.38 (0.67) | 100.97 (0.04) |
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