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diff --git a/docs/ml-guide.md b/docs/ml-guide.md index 6f35b30c3d..5c96c2b7d5 100644 --- a/docs/ml-guide.md +++ b/docs/ml-guide.md @@ -1,8 +1,10 @@ --- layout: global -title: Spark ML Programming Guide +title: "Overview: estimators, transformers and pipelines - spark.ml" +displayTitle: "Overview: estimators, transformers and pipelines - spark.ml" --- + `\[ \newcommand{\R}{\mathbb{R}} \newcommand{\E}{\mathbb{E}} @@ -32,21 +34,6 @@ See the [algorithm guides](#algorithm-guides) section below for guides on sub-pa * This will become a table of contents (this text will be scraped). {:toc} -# Algorithm guides - -We provide several algorithm guides specific to the Pipelines API. -Several of these algorithms, such as certain feature transformers, are not in the `spark.mllib` API. -Also, some algorithms have additional capabilities in the `spark.ml` API; e.g., random forests -provide class probabilities, and linear models provide model summaries. - -* [Feature extraction, transformation, and selection](ml-features.html) -* [Clustering](ml-clustering.html) -* [Decision Trees for classification and regression](ml-decision-tree.html) -* [Ensembles](ml-ensembles.html) -* [Linear methods with elastic net regularization](ml-linear-methods.html) -* [Multilayer perceptron classifier](ml-ann.html) -* [Survival Regression](ml-survival-regression.html) - # Main concepts in Pipelines |