Archived project

BBN Beginner Data Mining Framework

Goal: With IR&D funding from BBN, we developed an object-oriented machine learning framework called Beginner that integrated visualization for the data and the induced models. Several applications of Beginner were done including research to predict river health from biological indicators.

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Albert Boulanger
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How Beginner Visualized Models
 
Albert Boulanger
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Some images of the Beginner interface showing how Beginner visualizes a tree classifier as a decision tree, decision rules and in data space.
Albert Boulanger
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With IR&D funding from BBN, we developed an object-oriented machine learning framework called Beginner that integrated visualization for the data and the induced models. Several applications of Beginner were done including research to predict river health from biological indicators.