METHOD AND SYSTEM FOR DATA DECOMPOSITION VIA GRAPHICAL MULTIVARIATE ANALYSIS

Patent №

US 8,095,588

Granted

2012-01-10

Filed 2007

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11967433

A method for multivariate analysis using a mathematical model for generating model data and actual data for more than one variable includes for each variable, determining a difference between the model data and the actual data. The model data is substantially representative of more than one variable. The method also includes for each variable, determining a fractional impact on performance. The method further includes for each variable, determining a weighted deviation based on the determined difference and the determined fractional impact. The method also includes transmitting the weighted deviation to an output device.

AI classification

Planning1.00
Machine learning0.99
AI hardware0.88
Knowledge representation0.46
Evolutionary computation0.20
Vision0.17
Natural language0.01
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 204710132

Assignors

ANDINO, RAMON JAIME

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

From the same owner

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