predict.inferCSN | R Documentation |
Predicts the response for a given sample
## S3 method for class 'inferCSN'
predict(object, newx, lambda = NULL, gamma = NULL, ...)
## S3 method for class 'inferCSNCV'
predict(object, newx, lambda = NULL, gamma = NULL, ...)
object |
The output of inferCSN.fit |
newx |
A matrix on which predictions are made. The matrix should have p columns |
lambda |
The value of lambda to use for prediction.
A summary of the lambdas in the regularization path can be obtained using |
gamma |
The value of gamma to use for prediction.
A summary of the gammas in the regularization path can be obtained using |
... |
Other parameters |
If both lambda and gamma are not supplied, then a matrix of predictions for all the solutions in the regularization path is returned. If lambda is supplied but gamma is not, the smallest value of gamma is used. In case of logistic regression, probability values are returned
Return the predict value
Return the predict value
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