Feature selection can help to improve the generalization performance of classifiers, and to reduce learning time and the time required to classify out-of-sample data.
This strategy gave insurance companies a competitive advantage, but it had disastrous impacts on the individuals and communities "classified out" of commercial coverage, often for reasons beyond their control.
Under these conditions, 99.6% of training proteins were correctly classified (out-of-bag error 0.099).
Diagonal linear discriminant analysis using this gene signature was highly effective in classifying out-of-sample cancer cell lines by sensitivity to EGFR inhibition, and was more accurate than classifying by mutational status alone.
The assessment was originally supposed to be public, but was classified out of fears that it could evoke hostility from red-flagged governments, according to sources close to the process.
The fact that the South South region was re-classified out of the original South Eastern region in the 1990 survey may have also contributed to the observed pattern.
That is, to sort out and classify the dimensions essential to capture accessibility problems on a general level.
Yet it feebly conceded that Saturday mornings should be classified as "out of hours", which is news to Britain's shoppers and retailers.
By the complex mode analysis we classify the out-of-unison planar motion into two types, gyroscopic motions and elliptic motions.
We have demonstrated that predictive models of EGFR TKI sensitivity can classify both out-of-sample cell lines and lung adenocarcinomas.
Note that text segments that did not contain any key phrases were automatically classified as out-of-domain data.
