Sentence examples for predictor matrices from inspiring English sources
In this paper, singular values of predictor matrices are analysed and formulae for their computation are derived.
Predictor matrices arise in problems of science and engineering where one is interested in predicting future information from previous ones using linear models.
The permutations of the predictor matrices represent alternative "worlds" in which the structure remains the same but nodes have been repeatedly re-assigned.
y test,k, y oracle,k and y val,k are the response vectors, which correspond to the respective predictor matrices, n val is the number of validation objects in the inner cross-validation loop and σ2 is the irreducible error.
X val,k are the predictor matrices of the validation data sets in the inner loop, b ^ con, a ^, k are the regression vector estimates, which are estimated with the construction data, and n inner is the number of data splits in the inner cross-validation loop.
Pair-wise genetic distances between all 239 sampling locations was used as the response matrix and tested against phenotypic, biogeographic, molecular and geographic predictor matrices.
MLR is confined to using the full rank of the predictor matrix.
It is well known that PCR reduces the variance by using a lower rank approximation of the predictor matrix in case of correlated predictors [67].
In this model X is the predictor matrix of dimension n × p, where n is the number of data objects and p is the number of variables.
The response vector Y and predictor matrix X for each type of noise is described in detail in Sections 3.1 to 3.5.
We convert a 2D noisy image P into a response vector Y and a predictor matrix X for the regression model, and then, we regress the matrix X on the response Y.
