UNIVERSAL TREE INTERPRETER FOR DATA MINING MODELS

Patent №

US 6,941,318

Granted

2005-09-06

Filed 2002

Owner

ORACLE CORPORATION

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10142169

A method, system, and computer program product for generating a representation of a data mining model that improves the transparency of data mining models so as to be more easily interpretable by human users. The method comprises the steps of: receiving a dataset, generating a callable version of the data mining model, and generating a tree representing decisional logic of the data mining model using the dataset.

AI classification

Knowledge representation1.00
Machine learning1.00
AI hardware1.00
Natural language0.99
Planning0.98
Speech0.00
Vision0.00
Evolutionary computation0.00

Ownership

ORACLE CORPORATION

assignment · 129030137

Assignors

TAMAYO, PABLO, DRESCHER, GARY

On an employer assignment, the assignors are typically the inventors.

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