And instead, what they found there were a collection of predictors, and there was no one predictor that mattered for every job, so what they ended up doing is a much more customized view of– so if it's about being a programmer, what are the things that predict, at Google, for being a good programmer?
For instance, a classic result states that given a collection of predictors, one can adaptively combine them to perform nearly as well as the best of those predictors in hindsight (achieve "no regret") without any stochastic assumptions.
First, for each target gene x i (i = 1,2,…, n) in the network of n genes a collection of predictor sets is determined by applying a clustering technique based on mutual information minimisation.
A random forest is a collection of tree predictors, such as (operatorname{RF} (vec{x},vec{T},Omega_{k} )), (k = 1,2,ldots,K), where the (Omega_{k}) are random vectors.
are associated with misclassification, little has been written about the joint effect of a collection of presumed predictors and the degree of misclassification.
An overlapped block motion estimation is performed from I t-1 to I t+1, and a collection of candidate predictor values is available for each pixel.
Thus, the collection of predictors is collapsed into a single predictor, which may better adjust covariates between the groups and reduce bias.
However, we avoided other possible limitations of chart review methodology by following strict protocol that blinded the data collection of predictors and outcomes, used standardized chart review techniques and DCIs, and systematically monitored the data collection.
Thus, while monitoring the phosphorylation of one or two SRC targets may not predict response to a clinical SRC inhibitor like dasatinib, phosphorylation of a collection of proteins may be a more useful predictor of efficacy.
A collection of 78 preoperative, intraoperative and postoperative variables were considered as likely morbidity predictors.
A forest is a collection of trees, and a RF consists of a collection or ensemble of simple tree predictors, each capable of producing a response when presented with a set of predictor values.
