Neural networks principal component analysis

Model Deployment with PMML, the Predictive Model Markup Language
Image storage , Neural networks , Principal component analysis , Testing The idea behind this demo is to show you how easy it is to operationally deploy a predictive solution once it is represented in PMML, the Predictive Model Markup Language.
As a model building environment, I use KNIME to generate a neural network model for predicting customer churn. Once data pre-processing and model are represented in PMML, I go on to deploy it in the Amazon Cloud using the ADAPA Scoring Engine and on top of Hadoop using the Universal PMML Plug-in (UPPI) for Datameer. So, the very same model is readily available for execution in two very distinct Big Data platforms: cloud and Hadoop.
The easy of model deployment and interoperability between platforms is the power of PMML, the de facto standard for predictive analytics and data mining models.

Resources:

  1. Download the KNIME workflow used to generate a sample neural network for predicting churn
  2. Download the PMML file created during the demo

Source: Zementis Predictive Analytics

You might also like:

Managing Predictive Models
Managing Predictive Models
Introduction to Neural Networks for C# (Class 10/16, Part 1/3) predict temporal
Introduction to Neural Networks for C# (Class 10/16, Part 1/3) predict temporal
Model Deployment with PMML, the Predictive Model Markup Language
Model Deployment with PMML, the Predictive Model Markup Language

15 Things You Shouldn't Be Paying For

2010-08-19 09:27:17 by YouUngratefulTurds

Basic Computer Software -- Thinking of purchasing a new computer? Think twice before you fork over the funds for a bunch of extra software. There are some great alternatives to the name brand software programs. The most notable is OpenOffice, the open-source alternative to those other guys. It's completely free and files can be exported in compatible formats.
Your Credit Report -- You don't have to pay for your credit report. You could sign up for one of the free credit monitoring services online to get a quick look at your credit report. You just have to remember to cancel the service before the end of the free trial. Or you could do one better and visit the only truly free place to see all three of your credit reports for free once a year.
Cell Phone -- The service plan...

Roger Highfield: 'Raise your IQ instantly -- by no longer believing in it'  — Wired.co.uk
The answer, as revealed in Neuron, is an emphatic no. You can explain the observed ... Each of the three different factors identified by the principal-components analysis did indeed correspond to a different brain network. We can now say, with ...

Springer Artificial Neuronal Networks: Application to Ecology and Evolution (Environmental Science and Engineering / Environmental Science)
eBooks (Springer)
Text Mining Series: Predicting Fraudulent Claims
Text Mining Series: Predicting Fraudulent Claims
RapidMiner Tutorial - Evaluation (Data Mining and Predictive Analytics System)
RapidMiner Tutorial - Evaluation (Data Mining and Predictive Analytics System)
Simulation ADALINE with TDL Neural Network model in JAVA
Simulation ADALINE with TDL Neural Network model in JAVA

Related posts:

  1. Neural Networks Financial Analysis
  2. Neural Networks and Principal Component Analysis
  3. Neural Networks for regression Analysis
  4. Neural network technical analysis