#-------------------------------------------------------------
#
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements.  See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership.  The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License.  You may obtain a copy of the License at
#
#   http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied.  See the License for the
# specific language governing permissions and limitations
# under the License.
#
#-------------------------------------------------------------

Y = read($3)
if( $4 ) {
  X = read($1)
  Y = Y[1:nrow(X),]
}
else
  X = rbind(read($1), read($2))

model = msvm(X=X,  Y=Y, intercept = FALSE, epsilon = 1e-12, reg = 1, maxIterations = 100, verbose = FALSE)

write(model, $5)
