Sentence examples for sensitive classification from inspiring English sources

"The information that has now disappeared carried a far more sensitive classification than the material Dr. Lee downloaded.

This paper outlines a new learning algorithm, called cost-time sensitive classification, designed for minimizing tangible costs (which includes TC and waiting cost (WC)) as well as maximizing the decrease of the intangible costs (also called MC).

Cost sensitive classification generally works in a static framework, and does not explicitly address the timeliness of predictions.

As such, future research should aim to address how physical exercise influences perceptual-cognitive performances of athletes at different levels of skill and classify these athletes using a more sensitive classification system.

A sensitive classification of species into risk categories and sampling individuals of these species at different time points along their flyways may aid in this respect.

Cost sensitive classification was used to weight recall over precision (98% F10 score, 76% F1 score).

The method thus can be applied for the early diagnosis of melanoma cancer or in other problems in which an automated cost-sensitive classification is required.

To overcome this problem cost-sensitive classification has been used previously [37].

Cost-sensitive classification has not witnessed the body of works as with the data or algorithmic-based approaches for directly addressing the issues of class imbalance.

We believe that the application of cost-sensitive classification depends on the goals to be achieved, and accordingly the cost of having a misclassification of each type.

For the cost-sensitive classification, Weka's implementations of the Support Vector Machine and C4.5 decision tree learner have performed relatively well.