WPS Machine Learning
SAS Language Modules
Machine Learning Support
The WPS Machine Learning module provides language support for the following procedures:
- DECISIONFOREST
- DECISIONTREE
- GMM
- MLP
- OPTIMALBIN
- SEGMENT
- SVM
In addition, the WPS Statistics module includes procedures that also provide machine learning capabilities:
- CLUSTER
- FASTCLUS
- GENMOD
- GLM
- GLMSELECT
- KDE
- LOGISTIC
- REG
- VARCLUS
Data pre-processing procedures that are useful for machine learning tasks are also available in the WPS Statistics and WPS Core modules:
- BIN
- DISTANCE
- PRINCOMP
- FACTOR
- STANDARD
- STDIZ
Dependencies and Usage
WPS Machine Learning is available on all supported platforms
WPS Machine Learning Support in Detail
The documents listed below provide details about the supported language syntax.
| Language Syntax | Description |
|---|---|
| WPS-Reference-for-Language-Elements-Syntax-Diagram.pdf | Look up the syntax of all supported language elements and options from all the WPS modules (SYNTAX DIAGRAM version) |
Other SAS language modules
WPS Core
Support for core language, macros, output and standard data file formats (datasets, sequential files, transport files)
WPS Graphing
Graphing and charting language support
WPS Statistics
Statistical analysis language support
WPS Time Series
Time Series analysis language support
WPS Matrix Programming
Language syntax for advanced matrix manipulation
WPS Machine Learning
Language support for machine learning algorithms
WPS Interop For R
Language of R support
WPS Interop For Python
Language of Python support
WPS Interop For Hadoop
Language support to interact with Hadoop big data environments
WPS Communicate
Programatically execute parts of a script on remote server installations of WPS and upload/download data to/from the remote servers
WPS Language SDK
Develop your own custom SAS language items
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