Modeling Algorithms

rgOne® delivers a broad set of machine-learning algorithms and automated training to build models specific to your business cases, customers and interactions. And ambitions.

Key Benefits

Accomplish a broad range of daunting business goals by using the best algorithm for the job at hand — such as choosing audiences based on propensity or affinity, the best offers, or the best channels, content and messages. 

Data becomes ROI.

Turn your company’s data and business metrics into the best possible machine-learning models. And model any possible outcome with the data you have in hand.

Algorithms become smarter.

rgOne’s Automated Machine Learning (AML) module quickly chooses from algorithms including Neural Net, Decision Tree and Logistic Regression — and refines the models to deliver the best results. So you can quickly pinpoint the best fit for your business goals.

Scientists become Geniuses.

You empower your Data Scientists with precision and certainty in fine tuning models — because they can expose every algorithm and parameter to control model details and measure fitness.

Key Highlights

Hyper-customization and control.

No one-size-fits-all canned models here: You deliver results through guided selection of algorithms and evolutionary training.  

Your customer data is cleansed and normalized to provide the raw material for modeling, while evolutionary algorithms within AML supervise training. All while modeling best practices control automated variable selection, best-fit algorithm, parameter selection, and holdouts for performance measurement.

Hyper-collaborative model building.

Marketers and “citizen scientists” alike can train and deploy high-performance models  while data scientists and subject matter experts collaborate to advance your org’s modeling maturityWhich means you can support both automated control and expert tuning. 

Hyper-selection of algorithms.

Redpoint® continually adds new algorithms to the suite of regression, classification and clustering options  so you can access a wide range of industry leading algorithms. And rgOne’s architecture is designed to allow the ongoing addition of new modeling algorithmssupporting the needs of our customers at every step. 

Related Solutions

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