It also may be that precision in prognostic estimates at an individual patient level requires predictor variables to remain in their original metrics, as 'dumbing them down' into a simple four-category classification loses too much information, no matter how useful the classification might be for other purposes.
Given the class label, the occurrence of a word is not independent of all other words, even though this is assumed in Equation 2. This may result in that conditionally dependent words can have too much influence on the classification.
On the other hand, she can observe that too much fine-grained a classification would create a problem with those events that share with sounds all interesting metaphysical properties except for the property of being audible; a problem which, incidentally, affects a number of physicalist reductions of sounds.
If the "Health Care" category articles contain these words respectively, then the feature words for the text classification contain too much redundant information.
As the number of neurons increases, the classification rate improves and when the number of neurons increases to 1000, the classification rate begins to decrease, indicating too much neurons may cause overfitting that influences classification capability of the model.
In contrast, primary tumors have been classified according to statistical analysis in some studies 3, 8, 9, but their classifications put too much emphasis on the common primary cancers.
Minimax robust classifiers tend to give too much weight to states for which classification is very difficult and therefore our effort is focused on Bayesian robust classifiers.
The government keeps too much information secret, operating a costly system of classification.
Friday's stage was not expected to provide too much of a shake-up in the general classification standings.
However, how much spatial information to use is a tricky problem, and too much spatial information would suppress small structures and cause terrible classification results.
