Download SAS Enterprise Miner

Survey
yes no Was this document useful for you?
   Thank you for your participation!

* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project

Document related concepts

Cluster analysis wikipedia , lookup

Transcript
SAS® Enterpris e Miner™
·Margo Scharer, SAS Institute Inc.
Abstract
This presentation will provide an overview of
Enterprise Miner, an integrated software product
that is an end-to-end business solution for data
mining. A graphical user interface (GUI) provides a
user-friendly process flow that empowers you to
define your data mining process (sample, explore,
Enterprise Miner
modify, model, and assess).
contains a collection of sophisticated analysis tools
having a common user-friendly interface that
enables you to create and compare multiple
Statistical and mining tools include
models.
clustering, variable selection, decision trees, linear
and logistic regression, and neural networks. Data
preparation tools include outlier detection, variable
transformations , missing value imputation, random
sampling, and the partitioning of data sets (into
train, test, and validate data sets). Advanced
visualization tools enable you to quickly and easily
examine large amounts of data in multidimensiona l
histograms, and to graphically compare modeling
Enterprise Miner also allows you to
results.
manage, edit, export, and execute scoring code
In
that is generated from a trained model.
addition, you can bring other SAS models or
outside models into the Enterprise Miner
environment via a modeling API. Finally, you can
incorporate new or existing SAS code directly into
the process flow.
319