Exact(3)
Indeed most of the selected markers provide little classification value for cancer status when considered alone as individual markers (Figure 2; [24]) with only CA-125 and C-reactive protein having appreciable classification potential.
Possible reasons for this are: i) the much shorter V6 lengths; ii) that its hyper-variable and poorly conserved sequence impedes high-confidence classifications; and/or iii) that it is flanked on both sides with highly conserved sequences which add little classification information.
Cataracts were graded according to the Emery–Little classification.
Similar(56)
The Eaton-Littler classification system [ 12] has been used to stage thumb carpometacarpal joint osteoarthritis radiographically (Table 1).
One eye each from 198 consecutive patients with cataract density grade IV according to the Emery–Little system classification system, requiring phacoemulsification and intraocular lens implantation, was included.
Though the recognition rates of SRC are higher than those of SVM classifier a little bit, the classification time of SRC is more expensive than SVM classifier.
The reason of this might due to the limited database of 16S RNA gene sequences and little research on classification of fecal microbes.
When comparing padded vs. non-padded convolutional layers, we found little difference in classification performance; however, using padding to enable creation of deeper networks increased training time by 2.72×, and using padding while doubling the number of convolutional layers increased training time by 3.26×.
Apart from Ontario, however, Manhunt had little or no classification problems elsewhere in North America.
Specifically, a gene with a high p-value is usually not differently expressed and therefore has little contribution to classification of microarray data.
So we removed those features that contributed little to the classification.
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