Predictive Models? Business Rules? No problem!
The ADAPA Console allows the deployment of multiple predictive models and rule sets at once. You may deploy one or more of these in any ADAPA instance (a virtual machine running ADAPA on the Amazon cloud) you launch through the ADAPA Control Center. The more powerful the instance you select, the faster it processes complex models.
Developer friendly. 100% PMML control.
 |
ADAPA is standards-based. It interprets predictive models expressed in PMML and optimizes them for real-time, on-demand execution. When you upload your model, ADAPA verifies that the PMML file representing your model is syntactically and semantically sound. It may generate warnings and errors depending on the quality of the PMML code provided. This is extremely useful for cross-platform, cross-vendor deployment scenarios and grants 100% control over all model details. In case you need help understanding the PMML code, don’t hesitate contact us. Our Zementis PMML Experts are here to help you obtain the most effective PMML file. |
Model verification is only one step away.
| Once your model is uploaded and ready, you may want to make sure it produces the same scores as the ones you obtained during model development. The ADAPA Console allows for instant model verification. All you need to do is upload a CSV file containing the input(s) as well as the expected output(s) for your model. Click on PROCESS, et voila! ADAPA will tell you if it encountered any problems. If so, it provides you a way to peer into its decisions so that you easily find out what happened. When all scores match, your model is verified. |  |
Integrating rules and predictive analytics.
Through seamless integration of rules and predictive models, ADAPA solves very important enterprise decision challenges.
- Need to execute different predictive models based on where your customers live? Not a problem. With ADAPA, use rules to easily implement data segmentation to call different predictive models based on country or state of customer residence.
- Want to use the same predictive model to score all your customers and implement different decisioning strategies based not only on the score, but also on where they live? ADAPA allows you to use the score obtained from your predictive model directly in your rules to make further decisions.
ADAPA does anything you want it to do.
So, you are an expert on neural networks. That's great! ADAPA puts them to work right away. You prefer decision trees. Not a problem, ADAPA executes them too ... and much more. You want ADAPA to do all the data pre-processing. Not a problem, it does that too. If you think of something ADAPA cannot do, contact us. We're committed to your success with predictive analytics.