Bring transparency to machine learning with highly explainable decision and strategy trees, all within a visual interface. With Rapidminer Knowledge Studio, you can:
Empower all business users to build models quickly to uncover insights and solve complex problems. Use decision trees and strategy trees to develop sophisticated workflows using an intuitive drag-and-drop interface.
Achieve agility and rapid time-to-market across your critical processes. Manage credit and fraud risk, perform marketing analytics, design product lifecycles and create customer loyalty programs.
Allow model designers, analysts and decision-makers to know precisely how models function. Maintain high machine learning performance and accuracy, while enabling full understanding, trust and management.
Accelerate implementation and shorten the learning curve with an interactive visual model designer. Build sophisticated AI models in minutes without code. Connect to diverse data sources and generate actionable insights from a wide selection of predictive models, including patented decision and strategy trees. Generate model code in Python, R, SAS, SQL, PMML and more.
Segment, profile, identify and rank variable relationships against business objectives using Knowledge Studio. Explore unfamiliar datasets, pinpoint significant variables and understand applicable rules in minutes. Visually pan, zoom, collapse and expand data views, compare tree structures side-by-side and incorporate business knowledge.
Combine your business insights with powerful prescriptive modeling to precisely tailor solutions for distinct customer groups. Strategically optimize your initiatives and campaigns by evaluating the impact of adjustable changes across various scenarios. Drive new business opportunities and achieve maximum return on investment.
