Model learning apparatus, data analysis apparatus, model learning method and program
AssigneeNippon Telegraph and Telephone Corporation
InventorsKengo TAJIRI, Keishiro WATANABE
Life of this patent
Estimating the term…
Abstract
A model learning apparatus includes: a learning unit configured to train an unsupervised deep learning model using training data; a calculation unit configured to calculate a correlation between input dimensions in the deep learning model; and a division model learning unit configured to train an analysis model using the training data for each set of dimensions having a correlation.
Claims8
A model learning apparatus, comprising:
- a memory;
- and
- one or more processors configured to:
- train an unsupervised deep learning model using training data;
- calculate a correlation between input dimensions in the deep learning model;
- and
- train an analysis model using the training data for each set of dimensions having a correlation.
A model learning method performed by a model learning apparatus comprising one or more processors, the model learning method comprising:
- training, by the one or more processors, an unsupervised deep learning model using training data;
- calculating, by the one or more processors, a correlation between input dimensions in the deep learning model;
- and
- training, by the one or more processors, an analysis model using the training data for each set of dimensions having a correlation.
A non-transitory recording medium storing instructions of a program for causing a computer to perform operations comprising:
- training an unsupervised deep learning model using training data;
- calculating a correlation between input dimensions in the deep learning model;
- and
- training an analysis model using the training data for each set of dimensions having a correlation.
Dependencies are inferred from the claim text.