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Negative values of z, which correspond to examples predicted to be negative, are given close to zero importance by.
For instance, for a dataset with the positive/negative sample ratio of 1/9, although all samples are predicted to be negative, the overall accuracy is still 90%.
In other words, specificity represents the proportion of negative phenotypes that were correctly predicted to be negative by the metabolic model (TN TN + FP).
Moreover, the grand average of the hydrophobicity rule (GRAVY) of the protein linear sequence was predicted to be negative (−0.079) showing the protein as hydrophilic in nature and predicting most of the residues to be present in the surface.
To characterize the attributes for the targets that were falsely predicted to be negative, four features for miRNA-mRNA targets in TPs and FN for Arabidopsis and non-Arabidopsis species were determined (Additional file 6, Figure 8A-C).
Based on the CRCP rat data, additional risks of respiratory tract cancer were predicted to be negative for formaldehyde exposures up to about 1 ppm for all three cases.
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Among the three proteins not included in our list, two proteins are predicted to be negatives by SVM-AA.
For routine application of fetal RHD genotyping, false negative results—whereby the fetus is predicted to be RhD negative when it is really RhD positive pose the greatest concern as mothers will not receive prophylactic anti-RhD immunoglobulin and might alloimmunise, which would put babies in subsequent pregnancies at risk of considerable morbidity or mortality.
The authors also found a correlation between genes predicted to be under negative selection and genes implicated in certain hereditary diseases.
When increased levels of public goods production increase the population growth rate or carrying capacity, cheating mutants are predicted to be under negative frequency-dependent selection (Ross-Gillespie et al., 2007).
For example, among the genes the researchers predicted to be under negative selection are those involved in muscular dystrophy and in Usher syndrome, the most common cause of congenital blindness and deafness in developed countries.
More suggestions(15)
predicted to be pathogenic
predicted to be paramagnetic
predicted to be tight
predicted to be linear
predicted to be hsa-miR-9*
predicted to be severe
predicted to be non-druggable
predicted to be variable
predicted to be intolerant
predicted to be topological
predicted to be transmembrane
predicted to be obsolete
predicted to be modest
predicted to drive negative
predicted to be destabilizing
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