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.
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.
Under these conditions, 99.6% of training proteins were correctly classified (out-of-bag error 0.099).
Though Uroleptus and Paruroleptus are assigned into the family Urostylidae according to Lynn [1], they are undoubtly classified out of the order Urostylida in our SSU rRNA gene tees (Fig. 2), which is congruent with previous investigations [9], [12], [23], [24], [44].
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.
Yet it feebly conceded that Saturday mornings should be classified as "out of hours", which is news to Britain's shoppers and retailers.
That is, to sort out and classify the dimensions essential to capture accessibility problems on a general level.
Note that text segments that did not contain any key phrases were automatically classified as out-of-domain data.
Since recipients of disability insurance are classified as out-of-labor-force instead of unemployed, the unemployment rate would be smaller in countries with a generous disability insurance system.
This sensitivity threshold resulted in an overall classification (82 pairs of samples) that correctly classified 74 out of 82 metastatic samples as having poor prognosis and 53 out of 82 non-metastatic samples as having good prognosis.
Concrete subtasks involve removing a cloth from the washing machine, spreading out, classifying, folding, and putting it in a specified place.
