DavidSandruTU commented on a change in pull request #1357: URL: https://github.com/apache/systemds/pull/1357#discussion_r680544207
########## File path: scripts/perftest/scripts/m-svm.dml ########## @@ -0,0 +1,67 @@ +#------------------------------------------------------------- +# +# 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. +# +#------------------------------------------------------------- + +# Call of built-in multiclass SVM. Check documentation for more information: +# https://apache.github.io/systemds/site/builtins-reference#msvm-function +# +# Example Usage: +# Assume SVM_HOME is set to the home of the dml script +# Assume input and output directories are on hdfs as INPUT_DIR and OUTPUT_DIR +# Assume epsilon = 0.001, lambda=1.0, maxiterations = 100 +# +# INPUT PARAMETERS: +# --------------------------------------------------------------------------------------------- +# NAME TYPE DEFAULT MEANING +# --------------------------------------------------------------------------------------------- +# X String --- Location to read the matrix X of feature vectors +# Y String --- Location to read response matrix Y +# icpt Int 0 Intercept presence +# 0 = no intercept +# 1 = add intercept; +# tol Double 0.001 Tolerance (epsilon); +# reg Double 1.0 Regularization parameter (lambda) +# maxiter Int 100 Maximum number of conjugate gradient iterations +# model String --- Location to write model +# fmt String "text" The output format of the output, such as "text" or "csv" +# --------------------------------------------------------------------------------------------- +# +# Script invocation example: Review comment: From all scripts, right? Not just the m-svm.dml specifically. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
