Nevertheless, general classification was very well comparable, again supporting reproducibility of measurement and classification techniques.
Other genes may have been misclassified as germline-enriched by SAGE, although overall the SAGE classification correlates very well with the mRNA in situ expression patterns (Additional file 6).
Such proxy criteria are typically considered 'gold standards' in the field and may include diagnostic clinical interviews, laboratory classification, or very well established self-report measures of the construct of interest.
These terms are likely the main drivers of classification and may very well be sufficient to support the main task of classification.
19 The 2010 classification criteria may very well have a positive effect for rheumatologists.
But in a case when a single classifier also can perform very well in classification the ensemble learning algorithm is not as good as incremental learning algorithms.
Among the records for which the classification rules and the intent-flag yielded the same classification (sample A), the classifiers performed very well, with sensitivity, specificity, positive and negative predict values all above 95%.
"We have very well worked-out classification criteria for physical disorders like the flu and appendicitis," Assistant Professor of Psychology Joshua Buckholtz said.
While the accuracy of the classification of the training dataset is very well (approx. 84 % for decision tree), the accuracy for the validation dataset dropped below 50%% for some algorithms, which is worse than that for random classification.
MDR performs very well on the classification ranking of ALL.
