Comparison of Classification Methods Using High-Dimensional Data

6 COMPARISON OF CLASSIFICATION METHODS USING HIGH-DIMENSIONAL DATA [Pg.147]

Sensitivity (SN) and specificity (SP) as well as positive predictive value (PPV) and negative predictive value (NPV) are primary criteria used in the evaluation of the [Pg.147]

TABLE 6.4 Performance of Classification Algorithms for the Breast Cancer Genomic Data Based on 20 Repetitions of 10-Fold CV [Pg.148]

Note Numbers in parentheses are the standard deviation (SD). The average number of partitions 72.1. [Pg.148]

Acute gastrointestinal bleeding (GIB) is an increasing health care problem due to rising nonsteroidal anti-inflammatory drug (NSAID) use and an aging population (Rockall [Pg.148]