The principal component method combines the information in several correlated variables and produces a few new independent scores based on linear combinations of the risk factors.
Hence we develop a new training method based on linear programming (LP), which combines some features of SVM and the Lasso.
The methodology directly deals with the highly redundant and irrelevant data contained in these representations, combining a first stage of irrelevant data removal by variable selection, with a second stage of redundancy reduction using methods based on linear transformations.
The entire system is based on linear relationships between the individual and the state.
Adaptive Boosting based on linear kernel.
This system is based on linear workflow.
While virtually all graphs of future growth are based on linear projections, the future doesn't happen that way.
Intuitive leaders do not take action based on linear thinking.
So I think that we've had these way over-simplistic notions of genetics and genomics based on linear thinking.
LDA – linear model based on linear discriminant analysis.
