Sentence examples for one term at a time from inspiring English sources
As previous methods had largely focused on the annotation of individual stage ranges, one term at a time, and are largely trained on heavily curated benchmark data rather than the whole BDGP dataset, a fair comparison to these approaches was not feasible.
For GO terms in evaluation categories with association counts in the ranges [11, 30], [31, 100], and [101, 300], we compute gene/term scores one term at a time, starting by identifying the "core set" of genes that have positive associations with the current GO term.
We searched for less complex models that might have performed equally well, by dropping each of the 13 terms one-at-a-time, and evaluating the mean concordance associated with each resulting 12-variable model.
The multivariate Cox proportional hazards model was extended by one interaction term at a time.
Interaction effects were tested in separate regression analyses together with all the predictors, one interaction term at a time.
The multivariate Cox proportional hazards model was extended by one interaction term at a time and the interaction terms were tested using the Wald test.
Most of these tools can be classified into three different types of enrichment algorithms, with singular enrichment analysis (SEA) being the most simple algorithms that test one anotation term at a time for a list of interesting genes [ 41].
Finally the end model is selected via a backward step by deleting one least significant term at a time from the model.
Most early approaches investigated each GO term one at a time, for example testing for significant enrichment of responder genes in each term using Fisher's exact test.
We assessed each interaction term one at a time using the backward elimination method to eliminate insignificant variables from the model.
