DataModeler APP

A powerful, easy-to-use augmented analytics platform that puts industrial strength data analytics tools into the hands of the problem solvers who are closest to the opportunities, even if they aren’t data scientists. There’s no black box here … only transparency and trustworthy models.

Quickly find out

  • How things are interrelated
  • The most important drivers of desired outcomes
  • What changes to make on inputs to get optimum output
  • Simultaneously optimize multiple objectives

 

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Features & Benefits

DataModeler APP walks business experts, scientists and engineers through the natural workflow of a trained analyst. Behind the scenes, advanced algorithms work to automatically model, optimize and deliver visual outputs. Response explorers allow “what if” assessments, so you can quickly and confidently focus your efforts.

DataModeler APP is easy to use and offers unprecedented off-the-shelf speed, trustworthiness and versatility.

Ease of Use

  • Steps users through an analyst’s workflow
  • Point-and-click functionality
  • Automated model development
  • Rapid optimization and export of transparent models

Speed, confidence and agility

  • Within an hour begin modeling, predicting and visualizing
  • Handles numeric, categorical, ill-conditioned and missing data, as well as correlated variables
  • Rapidly uncover what matters, how to extract value and export results to share with colleagues
  • Explore “what if” scenarios to quickly and confidently focus your efforts

Trust metrics and true machine learning (ML)

  • Advanced algorithms automatically generate model ensembles
  • Detects outliers and flags when parameters go beyond model confidence limits
  • Enables multiple KPI optimization and auditable, time-stamped models, records and reports
  • Delivers best-in-class ML capabilities

What’s your challenge? Find out how powerful your data and your people can be with DataModeler APP.

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What Our Users Are Saying

ONE OF THE MOST POWERFUL TOOLS FOR FINANCIAL DATA

“DataModeler is one of the most powerful tools available for analyzing financial data and constructing models which recognize hidden patterns amongst the avalanche of data that is used in trading. The reason for DataModeler’s advanced analysis powers rests with the high-level programming capability of Mathematica, on which it is built and for which it stands as an outstanding example of the type of complex tool that can be built using Mathematica.”

Dr. Michael Kelly, Wolfram Finance Technology Consultant, WRI, IL, U.S.A.

QUICKLY DETERMINE THE OPTIMAL MANUFACTURING PARAMETERS

“In a few hours, DataModeler gave us a set of explicit, non-linear models that improved our understanding of how key product variables changed with the manufacturing inputs. Other machine learning models which we have tried, are either linear and miss the non-linear interactions, or give a black box model that does not provide any learning.”

 Sweta Somasi, Manufacturing Technology Scientist, Corteva Agriscience

VARIABLE IMPORTANCE INSIGHTS FROM DATAMODELER

“We integrated consumer-oriented variable importance insights from DataModeler into a product design flow rapidly. DataModeler helped us identify the driving variable behind a consumer’s product preference in a matter of hours. From there, it was a rapid step to segment the consumers and design for each segment.”

Kalyan Veeramachaneni, Ph.D., Director, Data-to-AI, MIT, Cambridge, MA, USA

FRIGHTENING SPEED AND EFFICIENCY

“DataModeler is one of those rare products that changes the way you think. It ends any excuse for extending an assumption of linearity in modeling beyond the domains in which it is truly appropriate. Using brilliant and flexible design that is itself the result of years of evolution, DataModeler harnesses natural selection to hunt down from the infinite computational universe and with frightening speed and efficiency ensembles of parsimonious non-linear models that predict well.”

Prof. Seth J. Chandler, Foundation Professor of Law, Director of the Program on Law and Computation, University of Houston Law Center, U.S.A.

INCREDIBLE SPEED AND OUT-OF-THE-BOX PERFORMANCE

“With DataModeler we were able to model a data set with 32 attributes and over 10,000 rows in less than an hour. The ensemble it produced was far more accurate than anything else we’ve seen. This is incredible out-of-the-box performance.”

Dr. Conor Ryan, Director at the Biocomputing and Developmental Systems Group in the Computer Science and Information Systems Department at the University of Limerick, Ireland

DATAMODELER IS AHEAD BECAUSE IT GENERATES TRUSTABLE MODELS

“The genetic programming approach for risk hedging will become central to algorithmic finance. First, idealized economic decision making models can not capture the complexity of human and human-machine behavior: only empirical time series models can. Second, in a world where information is abundant but attention and trustworthiness are scarce, value does not depend only on what we know, but on how much we can trust what we think we know. DataModeler is ahead because it generates trustable models.”

Percy Venegas, Chief Scientist, Economy Monitor

POWERFUL SOFTWARE TO ENHANCE THE SCOPE AND IMPACT OF RESEARCH

“Evolved Analytics is both a team member and industry partner. They are engaged at a level that is comparable to (or greater than!) many core CMaT academic team members. They train CMaT students and faculty on the use of the powerful software and in the process teaches many of us new concepts. Without a doubt, Evolved Analytics has enhanced the scope and impact of Thrust 1.”

Art Edison, CMaT Thrust 1 Co-leader, University of Georgia, U.S.A.
CMaT is the NSF Engineering Research Center for Cell Manufacturing Technology.

DATAMODELER PROVIDES QUICK TIME TO INSIGHT AND PUBLICATION-READY OUTPUT

“At Economy Monitor we evaluated genetic programming software from multiple vendors before choosing DataModeler. Evolved Analytics has created a unique technology that offers the flexibility of visualization-based exploration (suitable for data scientists) while allowing for rigorous statistical and scientific analysis. DataModeler simultaneously provides quick time to insight, and publication-ready output — thus, unrivaled research ROI.”

Percy Venegas, Chief Scientist, Economy Monitor

DATAMODELER IS A KING OF MACHINE LEARNING

“I started learning machine learning (ML) and deep learning. In a course, a sheet of data was given to do regression analysis. The data had so-called multiple co-linearity. I ran DataModeler for 3 hours and got a function plot [with] 1- R^2 equivalent with Scaled Vector Modeling. This value would be the lowest (best) one any ML can reach with the dataset. And it can be attained by anyone using DataModeler with little knowledge of ML. So, I’d like to call DataModeler a king of ML. It should be more widely used in the world.”

 Kazuhiro Iwadoh, Tokyo Women’s Medical University, Japan
Kazuhiro Iwadoh researches organ transplants

SUPPORTS THE DEMANDING WORKFLOWS OF SPECIALISTS AND SCIENTISTS

“DataModeler makes applied genetic programming accessible to practitioners across different disciplines, while being also robust to support the demanding workflows of specialists and scientists.”

Percy Venegas, Chief Scientist, Economy Monitor

Evolved Analytics LLC

PO Box 676225
Rancho Santa Fe, CA 92067
USA
+1-989-785-0513
info@evolved-analytics.com

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