Table 6 Rank for predictive performance comparisons.
From: A software reliability model for open source big data systems based on Weibull–Weibull distribution
Model | DS1-1 (90%) | DS1-2 (90%) | DS1-3 (90%) | DS2-1 (90%) | DS2-2 (90%) | DS2-3 (90%) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
NCDk | Rank | NCDk | Rank | NCDk | Rank | NCDk | Rank | NCDk | Rank | NCDk | Rank | |
Goel-Okumoto (G-O) model | 0.2216 | 7 | 0.094 | 7 | 0.2549 | 7 | 0.0734 | 7 | 0.1856 | 7 | 0.2012 | 7 |
Delayed S-shaped (DSS) model | 0.0985 | 6 | 0.0555 | 4 | 0.0847 | 6 | 0.0671 | 6 | 0.1028 | 6 | 0.1014 | 6 |
Inflection S-shaped (ISS) model | 0.0049 | 2 | 0.0341 | 2 | 0.0115 | 2 | 0.0576 | 3 | 0.0082 | 1 | 0.0039 | 2 |
Generalized G-O (GGO) model | 0.0199 | 3 | 0.0665 | 5 | 0.0236 | 3 | 0.0551 | 2 | 0.09 | 5 | 0.0809 | 5 |
Zhang-Teng-Pham model | 0.0789 | 5 | 0.0844 | 6 | 0.0775 | 5 | 0.0656 | 5 | 0.012 | 3 | 0.0119 | 3 |
Li model | 0.0529 | 4 | 0.0436 | 3 | 0.037 | 4 | 0.0637 | 4 | 0.0558 | 4 | 0.0733 | 4 |
Proposed model | 0.0047 | 1 | 0.0193 | 1 | 0.0048 | 1 | 0.0107 | 1 | 0.0088 | 2 | 0.0036 | 1 |
