Research Article
On Predictive Modeling for the Al2O3 Data Using a New Statistical Model and Machine Learning Approach
Table 4
The plan parameters and OC values for NGExp-Weibull distribution for
, and
.
| β | | | | | | | c | n | | c | n | | c | n | | c | n | | c | n | |
| 0.25 | 2 | 7 | 18 | 0.9589 | 9 | 16 | 0.9618 | 9 | 13 | 0.9539 | 11 | 14 | 0.9582 | 5 | 18 | 0.9529 | 4 | 2 | 7 | 0.9784 | 2 | 5 | 0.9667 | 2 | 4 | 0.9571 | 3 | 5 | 0.9664 | 4 | 6 | 0.9690 | 6 | 1 | 5 | 0.9751 | 1 | 3 | 0.9753 | 2 | 4 | 0.9904 | 1 | 2 | 0.9651 | 2 | 3 | 0.9870 | 8 | 1 | 5 | 0.9888 | 1 | 3 | 0.9888 | 1 | 3 | 0.9753 | 1 | 2 | 0.9837 | 1 | 2 | 0.9735 | 10 | 0 | 2 | 0.9507 | 3 | 3 | 0.9941 | 1 | 3 | 0.9866 | 1 | 2 | 0.9912 | 1 | 2 | 0.9855 |
| 0.10 | 2 | 10 | 28 | 0.9540 | 13 | 24 | 0.9685 | 14 | 21 | 0.9608 | 18 | 24 | 0.9573 | 19 | 23 | 0.9593 | 4 | 2 | 9 | 0.9551 | 3 | 8 | 0.9717 | 3 | 6 | 0.9697 | 4 | 7 | 0.9681 | 4 | 6 | 0.9690 | 6 | 1 | 7 | 0.9512 | 1 | 4 | 0.9536 | 2 | 5 | 0.9784 | 2 | 4 | 0.9776 | 2 | 4 | 0.9571 | 8 | 1 | 7 | 0.9775 | 1 | 4 | 0.9786 | 1 | 3 | 0.9753 | 1 | 3 | 0.9554 | 2 | 4 | 0.9849 | 10 | 1 | 7 | 0.9879 | 1 | 4 | 0.9885 | 1 | 3 | 0.9866 | 1 | 3 | 0.9753 | 1 | 3 | 0.9599 |
| 0.05 | 2 | 12 | 35 | 0.9505 | 15 | 29 | 0.9591 | 18 | 28 | 0.9564 | — | — | — | — | — | — | 4 | 3 | 13 | 0.9724 | 3 | 9 | 0.9555 | 4 | 9 | 0.9617 | 4 | 7 | 0.9681 | 5 | 8 | 0.9635 | 6 | 2 | 11 | 0.9825 | 2 | 7 | 0.9784 | 2 | 6 | 0.9612 | 2 | 5 | 0.9517 | 2 | 4 | 0.9571 | 8 | 1 | 8 | 0.9707 | 1 | 5 | 0.9657 | 1 | 4 | 0.9536 | 1 | 3 | 0.9554 | 2 | 3 | 0.9849 | 10 | 1 | 8 | 0.9842 | 1 | 5 | 0.9813 | 1 | 4 | 0.9744 | 1 | 3 | 0.9753 | 1 | 3 | 0.9599 |
| 0.01 | 2 | 17 | 52 | 0.9533 | — | — | — | — | — | — | — | — | — | — | — | — | 4 | 4 | 19 | 0.9725 | 4 | 13 | 0.9532 | 5 | 12 | 0.9586 | 6 | 11 | 0.9753 | 6 | 10 | 0.9610 | 6 | 2 | 14 | 0.9895 | 2 | 9 | 0.9551 | 3 | 8 | 0.9836 | 3 | 7 | 0.9737 | 3 | 6 | 0.9697 | 8 | 2 | 14 | 0.9886 | 2 | 7 | 0.9847 | 2 | 7 | 0.9784 | 2 | 6 | 0.9693 | 2 | 5 | 0.9667 | 10 | 1 | 11 | 0.9704 | 1 | 7 | 0.9631 | 1 | 5 | 0.9593 | 1 | 4 | 0.9536 | 2 | 5 | 0.9855 |
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Note. (—) indicates that the parameters cannot be found to satisfy conditions.
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