METHOD AND APPARATUS FOR VISUALIZING AND INTERACTING WITH DECISION TREES

A decision tree model is generated from sample data. A visualization system may automatically prune the decision tree model based on characteristics of nodes or branches in the decision tree or based on artifacts associated with model generation. For example, only nodes or questions in the decision...

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Main Authors PARKER CHARLES, MARTIN FRANCISCO, ASHENFELTER ADAM, DONALDSON J. JUSTIN, VERWOERD JOS, ORTEGA JOSE ANTONIO, ARAUJO MIGUEL
Format Patent
LanguageEnglish
Published 09.05.2013
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Abstract A decision tree model is generated from sample data. A visualization system may automatically prune the decision tree model based on characteristics of nodes or branches in the decision tree or based on artifacts associated with model generation. For example, only nodes or questions in the decision tree receiving a largest amount of the sample data may be displayed in the decision tree. The nodes also may be displayed in a manner to more readily identify associated fields or metrics. For example, the nodes may be displayed in different colors and the colors may be associated with different node questions or answers.
AbstractList A decision tree model is generated from sample data. A visualization system may automatically prune the decision tree model based on characteristics of nodes or branches in the decision tree or based on artifacts associated with model generation. For example, only nodes or questions in the decision tree receiving a largest amount of the sample data may be displayed in the decision tree. The nodes also may be displayed in a manner to more readily identify associated fields or metrics. For example, the nodes may be displayed in different colors and the colors may be associated with different node questions or answers.
Author DONALDSON J. JUSTIN
MARTIN FRANCISCO
ARAUJO MIGUEL
VERWOERD JOS
ORTEGA JOSE ANTONIO
PARKER CHARLES
ASHENFELTER ADAM
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– fullname: ARAUJO MIGUEL
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Snippet A decision tree model is generated from sample data. A visualization system may automatically prune the decision tree model based on characteristics of nodes...
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SubjectTerms CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
Title METHOD AND APPARATUS FOR VISUALIZING AND INTERACTING WITH DECISION TREES
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