Consequently, the four single, as well as the four matched, Q matrix models were evaluated by using the DINA model for selecting the best fitting model, by using a diverse set of fit indices (Table 4).
This work evaluated four ML methods, support vector machine (SVM), k-nearest neighbor (k-NN), back-propagation neural network (BPNN) and C4.5 decision tree (C4.5 DT), which were trained and tested by using a diverse set of 443 TACE inhibitors and 759 non-inhibitors.
Therefore, the association between sink size genes and yield traits needs to be clarified by using a diverse genetic population.
In our previous report, we evaluated a few software programs that are available online, 8 18 19 and tested them by using a diverse data set of 769 images with 19 categories of histological diagnoses.
It is particularly noteworthy that the study treads carefully through the minefield that is the modelling of diabetic neuropathy by using a diverse collection of assays that range from acute glucotoxicity directed at embryonic sensory neurons in culture, to phenotyping of sensory and motor nerve dysfunction in Type 1 diabetic mice.
Additionally, authorities in such areas may consider collecting the isolates captured by sentinel facilities and conducting susceptibility testing by using a more diverse drug panel than is typically used in most clinical microbiology laboratories.
Again, by using a more diverse tissue panel to calculate scaling parameters, we would expect that probes for such genes would not show consistent expression between methods, and would therefore be failed at the quality control step.
Since prior research had limited generalizability [ 8, 15, 16], but suggested a relationship between hypertension care and CMP [ 8], the authors sought to further evaluate hypertension management and CMP by using a geographically diverse sample of primary care practices in the US.
Homologs of RecA and RpoB were defined by HMM profile screening of Pfam profiles (PF00154, PF08423, PF00562) [74], [74] and TIGRfam profiles (TIGR02012, TIGR02013, TIGR02236, TIGR02237, TIGR02239, TIGR03670) [75], as well as by BLASTP searches [76] using a diverse collection of known family members as query sequences.
In the current study, we evaluated this relationship and assessed potential modification by sex and race/ethnicity using a diverse, multi-racial/ethnic population.
In their work, the authors describe DepSky [27], a software solution that can be used to create a virtual storage cloud by using a combination of diverse cloud service offerings in order to achieve better levels of availability, security, privacy and prevent the situation of a vendor lock-in.
