Description Usage Arguments Details Value Author(s) References See Also Examples
View source: R/predict.gcdclust.R
Similar to other predict methods, this functions predicts fitted values and class labels from a fitted gcdclust
object.
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object |
fitted |
newx |
matrix of new values for |
s |
value(s) of the penalty parameter |
type |
type of prediction required.
|
... |
Not used. Other arguments to predict. |
s
is the new vector at which predictions are requested. If s
is not in the lambda sequence used for fitting the model, the predict
function will use linear interpolation to make predictions. The new values are interpolated using a fraction of predicted values from both left and right lambda
indices.
The object returned depends on type.
Rachid
Maintainer: Kharoubi Rachid <rachidfahmi77@hotmail.com>
HHSVM-CEN
Yang, Y. and Zou, H. (2012), "An Efficient Algorithm for Computing The HHSVM and Its Generalizations," Journal of Computational and Graphical Statistics, 22, 396-415.
BugReport: http://code.google.com/p/gcdclust/
Friedman, J., Hastie, T., and Tibshirani, R. (2010), "Regularization paths for generalized
linear models via coordinate descent," Journal of Statistical Software, 33, 1.
http://www.jstatsoft.org/v33/i01/
coef
method
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