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+#' @title Predict class labels with the GenSVM model
+#'
+#' @description This function predicts the class labels of new data using a 
+#' fitted GenSVM model.
+#'
+#' @param object Fitted \code{gensvm} object
+#' @param newx Matrix of new values for \code{x} for which predictions need to 
+#' be made.
+#' @param \dots further arguments are ignored
+#'
+#' @return a vector of class labels, with the same type as the original class 
+#' labels.
+#'
+#' @export
+#' @aliases predict
+#'
+#' @author
+#' Gerrit J.J. van den Burg, Patrick J.F. Groenen
+#' Maintainer: Gerrit J.J. van den Burg <gertjanvandenburg@gmail.com>
+#'
+#' @references
+#' Van den Burg, G.J.J. and Groenen, P.J.F. (2016). \emph{GenSVM: A Generalized 
+#' Multiclass Support Vector Machine}, Journal of Machine Learning Research, 
+#' 17(225):1--42. URL \url{http://jmlr.org/papers/v17/14-526.html}.
+#'
+#' @examples
+#'
+#'
+#'
+predict.gensvm <- function(object, newx, ...)
+{
+    # TODO: C library fitting prediction here (or not? with the column-major 
+    # order it may be faster to do it directly in R)
+
+    return(yhat)
+}