Feature Optimization Method of Material Identification for Loose Particles Inside Sealed Relays

Feature Optimization Method of Material Identification for Loose Particles Inside Sealed Relays

Existing material identification for loose particles inside sealed relays focuses on the selection and optimization of classification algorithms, which ignores the features in the material da-taset. In this paper, we propose a feature optimization method of material identification for loose particle...

Full description

Bibliographic Details
Main Authors: Jiang, A. (Author), Sun, Z. (Author), Wang, G. (Author), Yan, H. (Author), Zhang, M. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Classification (of information)
Feature extraction
Feature optimization methods
feature selection
Features selection
Identification accuracy
material identification
Material identification
missing value processing
Missing value processing
Missing values
Normalisation
Random-for-est-based classifier
RF classifier
Sealed relay
sealed relays
Standardization
standardization and normalization processing
Standardization and normalization processing
Statistical tests
Online Access:View Fulltext in Publisher

Internet

View Fulltext in Publisher

Similar Items