Title:
学習モデル作成支援装置、学習モデル作成支援方法、及びプログラム
Document Type and Number:
Japanese Patent JP6940001
Kind Code:
B2
Abstract:
A learning model generation support apparatus 10 is an apparatus for supporting generation of a learning model to be utilized in odor detection using an odor sensor that reacts to a plurality of types of odors. The learning model generation support apparatus 10 includes a data acquisition unit 11 that acquires sensor data output by the odor sensor under specific measurement conditions and condition data specifying the measurement conditions, and inputs, as training data, the acquired sensor data and condition data to a machine learning engine 31 that generates the learning model, and a condition setting unit 12 that acquires a predictive accuracy output by the machine learning engine in response to input of the training data, and sets new measurement conditions for when the odor sensor newly outputs sensor data as training data, based on the acquired predictive accuracy.
Inventors:
Riki Eto
Application Number:
JP2020527161A
Publication Date:
September 22, 2021
Filing Date:
June 29, 2018
Export Citation:
Assignee:
NEC
International Classes:
G01N19/00; G06N20/00
Domestic Patent References:
| JP2005337816A | ||||
| JP2001305088A | ||||
| JP10170422A |
Foreign References:
| WO2009157187A1 | ||||
| US20120143804 | ||||
| CN104914720A |
Attorney, Agent or Firm:
Patents corporation Blitas