Zementis Predictive Analytics: Does ADAPA support all aspects of the Neural Network PMML element?

Zementis Predictive Analytics

Friday, February 8, 2008

Does ADAPA support all aspects of the Neural Network PMML element?

Almost all. ADAPA does not support Neural Networks with recurrent connections.

at 4:19 PM

Labels: ADAPA, Data Mining, Neural Networks, Predictive Analytics

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Welcome to the technical support knowledge base for all Zementis products. Our blogs cover general questions and information related to predictive models, PMML, and supported functionality of the ADAPA predictive decisioning platform and the Universal PMML Plug-in. Please use the search tool or the FAQ Categories below to find the information you are looking for. If you can't find it, feel free to contact us.

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Useful Links

Zoey on PMML, ADAPA, and Zementis
ADAPA - Overview & Benefits
In-database Scoring - Universal PMML Plug-in
Zementis - Who we are and where
Contact us!

FAQ Categories

ADAPA Tutorials:

ADAPA - Short Definition.
ADAPA on the Cloud - Full Feature List.
Video Tutorials.
All you wanted to know about ADAPA and PMML .
R, PMML, ADAPA - Revolution/Zementis Webinar.

Universal PMML Plug-in (UPPI):

For the EMC Greenplum database
For Sybase IQ
For the Datameer Analytics Solution (Hadoop)

ADAPA Add-in for Microsoft Office Excel:

General Info.
Video Tutorial .
Scoring data in 4 steps.
Sample data sets and models.
Help - Setting up connection.
Help - Applying model.

ADAPA 3.X: Predictive Analytics + Rules

Predictive Analytics + Rules = Enhanced Decisioning.
Features - Summary.

Security and Account Management (for ADAPA on the Cloud):

Signing up for ADAPA.
Managing Amazon Web Services (AWS) account.
Managing ADAPA subscription with Amazon.
Finding Access Keys.
Security on the Cloud.

Control Center - Managing Instances on the Cloud:

ADAPA instance - Definition.
ADAPA Control Center - General Info.
Using the Control Center.

Web Console - Managing Models:

ADAPA Web Console - General Info.
Using the Web Console.
Uploading multiple models into ADAPA.

Web Services Access:

ADAPA Web Services - General Info.
Web Services using Jitterbit.
Web Services using SQL Server Integration Services (SSIS).
Integrating into SAP applications using ABAP.

Data Uploading and Scoring:

Missing value handling.
Data format for batch scoring.
Data format for Association Rules.
Model verification and validation.
Access modes - 3 Ways.
Scoring with your iPhone.

ADAPA on the Cloud - General Info:

ADAPA Scoring Engine - 6 min video - Demo and Business Case.
ADAPA means business - 90 secs video - Business Case.
PMML and Amazon EC2.
Benefits of running ADAPA on Amazon EC2.
ADAPA on the Cloud - Cost.
ADAPA on the Cloud - Performance.
Geographic Regions and Availability Zones.
Model development and deployment - Read transcripts of our talk at the 2008 Forum on Analytics - San Diego.
Analytics solutions on the Cloud.
Support for rules and reporting.
Integrating rules and predictive analytics.

PMML (Predictive Model Markup Language):

General Info.
PMML in Action: A new first book about PMML.
KDD 2009 Panel on PMML and Cloud Computing.
PMML 4.0 - General Info.
PMML Pre-Processing.
Scorecards in PMML - A Primer.
PMML group in LinkedIn.

ADAPA and PMML:

Supported modeling elements.
Association Rules element.
General Regression element.
Neural Network element.
Activation functions and the Neural Network element.
Model Validation - Differences between computed and expected values.
Model upload - warnings.
Model upload - errors.

PMML Converter:

Using the PMML Converter.
Converting older versions of PMML to version 4.0.
Validation, correction, and conversion of PMML code.
Syntactic and semantic PMML validation in ADAPA.
Problems converting SPSS models.

PMML - Data Transformations:

Data transformation PMML primer.
Scaling of numerical variables in PMML.

PMML - Transformations Generator:

A new interactive tool.

PMML Support from your favorite Model Development Tool:

Support for PMML - General Info.
KNIME support for PMML.
Weka support for PMML.
SAS support for PMML.
SPSS support for PMML.
Exporting PMML from older versions of SPSS.
Rattle support for PMML.
SAP selects Zements as a winner. Check it out!
Integrating ADAPA into SAP applications.

PMML and the R Project:

Exporting PMML from R - Video.
Exporting PMML from R - Blog.
Exporting Decision Tree models in PMML from R.
Exporting Neural Network models in PMML from R.
Exporting SVM models in PMML from R.
Exporting multi-class classification SVM models from R.
Exporting regression models in PMML from R.
New York Times article on R.
The R Journal - PMML article.
Predictive Analytics with R, PMML, ADAPA, and Excel.

Video Tutorials

On-demand Webinar - Deploying Predictive Analytics with PMML, Revolution R, and ADAPA
YouTube - Zoey tells it all: ADAPA, PMML, and Zementis
YouTube - Predictive Analytics with R, PMML, ADAPA, and Excel
YouTube - ADAPA Add-in for Excel 2007 - Demo (6 min)
YouTube - ADAPA Predictive Analytics Scoring Engine - Demo (6 min)
YouTube - ADAPA Means Business (90 seconds)
YouTube - ADAPA Control Center Tutorial
YouTube - ADAPA Console Tutorial
YouTube - PMML Converter (iGoogle)
YouTube - R to PMML Export Example
High Res Video: ADAPA Add-in for Excel 2007 - Demo (6 min)
High Res Video: ADAPA Predictive Analytics Scoring Engine - Demo (6 min)
High Res Video: ADAPA Means Business (90 seconds)
High Res Video: R to PMML Export Example
High Res Video: ADAPA Console Tutorial
High Res Video: ADAPA Control Center Tutorial
High Res Video: PMML Converter (iGoogle)

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