The first factor, labelled "Positively physically and mentally active" had an eigenvalue of 4.29; for the second factor, labelled "Positive social interactions", the eigenvalue was 3.49; for third factor, labelled "Risky behavior and substance use", the eigenvalue was 2.35; for the fourth factor, labelled "Difficulties in social interaction and impatience" the eigenvalue was 1.56 (see Table 3).
Based on the relationship between regions and terms from clinical experience, we tackle the problem under the standard MI assumption which was firstly introduced by Dietterich et al. [ 21], assuming that a sample was labeled positively if at least one instance in it is positive and negative otherwise.
Thus, each detection is duplicated: one sample is labeled positively and the other one is labeled negatively.
For each user u among such set, we apply our classifier to every pair ( u, v ) | d ( u, v ) = 2 and, from the set of pairs labeled positively by the classifier, we select N contacts to compose the recommendation list.
Binary relevance (BR) is a popular problem transformation method that learns M binary classifiers, one for each different label in L. It transforms the original dataset into M datasets D λ j : j = 1 … M that contain all examples of the original dataset, labeled positively if the label set of the original example contained λ j and negatively otherwise.
Figure 5A shows >90% of hESCs were labeled positively for NANOG and OCT4.
A high number of cells labelling positively for human collagen type I were observed in the perichondrium and alongside the prehypertrophic region of the developing anlagen (Fig. 7A, 7B).
Consistent with the trypan blue exclusion test, RG27 but not C6 caused a significant increase in tumor cells labeled positively with these cell death markers, and remained inactive in untransformed fibroblasts (Figure 6B).
All three melanoma cells were observed to label positively, albeit weakly, for MC-1R as identified by immunofluorescent microscopy.
Notably, the morphology of their germline nuclei revealed little evidence of aneuploidy and most gonads contained at most one to two nuclei that labeled positively for pHisH3(S10).
In fact, 3 days after 5F transduction, no cells were labeled positively by BrdU, indicating a total lack of cell proliferation 3 days after 5F transduction.
