Research Article
A Theoretical Analysis of Why Hybrid Ensembles Work
Table 8
Lower bounds for accuracy gain and the probability.
| Number | Acc1 | Acc2 | | | Acc. gain | Prob. | B-DT | HE | Acc. diff. |
| | 0.891 | 0.894 | 0.16 | 0.93 | −7.5 × 10−6 | 0.9412 | 0.908 | 0.909 | 0.001 | | 0.948 | 0.96 | 0 | 0.05 | −0.00003 | 0.05 | 0.958 | 0.967 | 0.009 | | 0.714 | 0.751 | 1 | 1 | −9.25 × 10−5 | 1 | 0.738 | 0.755 | 0.017 | | 0.745 | 0.755 | 0.96 | 1 | −0.000025 | 1 | 0.759 | 0.767 | 0.008 | | 0.775 | 0.833 | 0.9 | 1 | −0.000145 | 1 | 0.787 | 0.835 | 0.048 | | 0.784 | 0.839 | 0.7 | 1 | −0.0001375 | 1 | 0.801 | 0.847 | 0.046 | | 0.784 | 0.839 | 0.72 | 0.98 | −0.0001375 | 0.9944 | 0.805 | 0.85 | 0.045 | (17) | 0.56 | 0.575 | 1 | 1 | −3.75 × 10−5 | 1 | 0.595 | 0.6 | 0.005 |
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