[MINOR] Updated the algorithm documentation to clearly mark the "Argument" section.
Project: http://git-wip-us.apache.org/repos/asf/incubator-systemml/repo Commit: http://git-wip-us.apache.org/repos/asf/incubator-systemml/commit/c4918f5b Tree: http://git-wip-us.apache.org/repos/asf/incubator-systemml/tree/c4918f5b Diff: http://git-wip-us.apache.org/repos/asf/incubator-systemml/diff/c4918f5b Branch: refs/heads/gh-pages Commit: c4918f5b64befaebfb0cbd47c02c50cb84642a12 Parents: 48ba441 Author: Niketan Pansare <npan...@us.ibm.com> Authored: Wed Apr 19 14:20:00 2017 -0800 Committer: Niketan Pansare <npan...@us.ibm.com> Committed: Wed Apr 19 15:21:39 2017 -0700 ---------------------------------------------------------------------- algorithms-classification.md | 12 ++++++------ algorithms-regression.md | 10 +++++----- 2 files changed, 11 insertions(+), 11 deletions(-) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/c4918f5b/algorithms-classification.md ---------------------------------------------------------------------- diff --git a/algorithms-classification.md b/algorithms-classification.md index 0ee43bf..b029e0a 100644 --- a/algorithms-classification.md +++ b/algorithms-classification.md @@ -180,7 +180,7 @@ val prediction = model.transform(X_test_df) </div> </div> -### Arguments +### Arguments for Spark and Hadoop invocation **X**: Location (on HDFS) to read the input matrix of feature vectors; each row constitutes one feature vector. @@ -592,7 +592,7 @@ val prediction = model.transform(X_test_df) </div> </div> -#### Arguments +#### Arguments for Spark and Hadoop invocation **X**: Location (on HDFS) to read the matrix of feature vectors; each row constitutes one feature vector. @@ -861,7 +861,7 @@ val prediction = model.transform(X_test_df) </div> -#### Arguments +#### Arguments for Spark and Hadoop invocation **X**: Location (on HDFS) containing the explanatory variables in a matrix. Each row constitutes an example. @@ -1212,7 +1212,7 @@ val prediction = model.transform(X_test_df) </div> -### Arguments +### Arguments for Spark and Hadoop invocation **X**: Location (on HDFS) to read the matrix of feature vectors; each row constitutes one feature vector. @@ -1472,7 +1472,7 @@ implementation is well-suited to handle large-scale data and builds a </div> -### Arguments +### Arguments for Spark and Hadoop invocation **X**: Location (on HDFS) to read the matrix of feature vectors; each row constitutes one feature vector. Note that categorical features in $X$ @@ -1887,7 +1887,7 @@ for classification in parallel. </div> -### Arguments +### Arguments for Spark and Hadoop invocation **X**: Location (on HDFS) to read the matrix of feature vectors; each row constitutes one feature vector. Note that categorical features in $X$ http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/c4918f5b/algorithms-regression.md ---------------------------------------------------------------------- diff --git a/algorithms-regression.md b/algorithms-regression.md index 80b38a3..31f7ec2 100644 --- a/algorithms-regression.md +++ b/algorithms-regression.md @@ -168,7 +168,7 @@ y_test = lr.fit(df_train) </div> -### Arguments +### Arguments for Spark and Hadoop invocation **X**: Location (on HDFS) to read the matrix of feature vectors, each row constitutes one feature vector @@ -570,7 +570,7 @@ lowest AIC is computed. </div> </div> -### Arguments +### Arguments for Spark and Hadoop invocation **X**: Location (on HDFS) to read the matrix of feature vectors, each row contains one feature vector. @@ -782,7 +782,7 @@ distributions and link functions, see below for details. </div> </div> -### Arguments +### Arguments for Spark and Hadoop invocation **X**: Location (on HDFS) to read the matrix of feature vectors; each row constitutes an example. @@ -1255,7 +1255,7 @@ distribution family is supported (see below for details). </div> -### Arguments +### Arguments for Spark and Hadoop invocation **X**: Location (on HDFS) to read the matrix of feature vectors; each row is an example. @@ -1503,7 +1503,7 @@ this step outside the scope of `GLM-predict.dml` for now. </div> -### Arguments +### Arguments for Spark and Hadoop invocation **X**: Location (on HDFS) to read the $n\,{\times}\,m$-matrix $X$ of feature vectors, each row constitutes one feature vector (one record)
