RapidMiner 9.4 has been released.
The newversion includes the following features:
- Auto Model Web is a new browser-based version of the proprietary RapidMiner Auto Model technology, built for business users who know their data and use case, but don’t have advanced data science background. The best way to produce high quality initial models at volume and scale is to democratize data science so that business users can produce accurate and trustworthy models.
- Automatic Model Ops offers an easy way for business users to put models into production. Users can automatically create robust scoring processes, integrate with IT systems, manage and monitor performance on a model leaderboard, and prevent concept drift and bias. Model Ops helps close the feedback loop, so users can create a prediction, act, see impact and improve models over time.
- Profit-Sensitive Scoring is a capability which allows business users to input cost and revenue variables in order for the model to self-optimize for profitability. Identifying the ROI of models facilitates better business buy-in to deploy models into production.
- Managed Offerings in the RapidMiner AI Cloud allow users to deploy models into production without acquiring and managing infrastructure. This is important for models built by users without direct access to IT resources, who can now obtain elastic data science services on-demand.
- New Visualizations and Geographic Charts which help to tell a compelling and intuitive story about data and models to facilitate better cross-functional buy-in to deploy a model into production.
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