The Effects of Class Balance on the Training Energy Consumption of Logistic Regression Models.
María GutiérrezCoral CaleroFélix GarcíaMaría Ángeles MoragaPublished in: RCIS (1) (2024)
Keyphrases
- energy consumption
- logistic regression models
- wireless sensor networks
- load distribution
- energy efficient
- energy conservation
- energy saving
- energy efficiency
- logistic regression
- data transmission
- sensor networks
- sensor nodes
- data center
- save energy
- classification trees
- electricity consumption
- routing protocol
- variable selection
- base station
- power management
- greenhouse gas emissions
- routing algorithm
- high dimensional
- tree models
- energy aware
- regression model
- training examples
- training set
- environmental impact
- multi hop
- efficient learning
- class labels
- total energy
- machine learning
- data sets