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Besides, by using (alpha =0.05), GraphM shows significantly better predictive accuracy than the other well-known discretization algorithms.
Overall, the results show that our hybrid system achieves better predictive accuracy than all three versions of C4.5 alone.
The results indicate that the ant classifier is able to discover rules in the data sets with better predictive accuracy than the C4.5 algorithm.
The results indicate that district-level SPFs with county-level adjustment factors provide better predictive accuracy than the development of a statewide SPF or application of the HSM-calibrated SPF.
While more sophisticated models of tuning, such as higher-order or non-parametric models, may model neural activity more accurately, our model is relatively simple, fast to fit and evaluate, and grounded in previous work (see Materials and Methods), while demonstrating significantly better predictive accuracy than the commonly-used linear model.
Interestingly, the resulting model yields slightly better predictive accuracy than the original 5-SNP model.
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When we compared the updated RFH score with the above-established models, we found that it had better predictive accuracy, even better than SOFA and much better than MELD.
CMS-HCC risk adjustment was developed by CMS to produce a health-based measure of future medical need which has shown to be a significant predictor of medical costs and has a better predictive accuracy on mortality than the Charlson and Elixhauser methods [10].
The nomograms revealed better predictive accuracy in predicting 5- and 8- year overall survival and disease free survival than the TNM stage alone.
We found that the combination of EEG-R and sleep spindles, termed EEG-awakening, presented better predictive accuracy for behavioral awakening than if either was used individually.
The network-based markers displayed better predictive accuracy on an independent dataset than markers selected without network information.
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