Higher Training Size, Increased Model Complexity or Both: A Novel Decision Framework for Cycle Life Classification of Lithium-Ion Cells.
Muhammad Osama TararNaveed Ul HassanIjaz Haider NaqviPublished in: ISGT Asia (2022)
Keyphrases
- probabilistic model
- mathematical framework
- decision model
- formal model
- statistical model
- computational model
- theoretical framework
- pattern recognition
- training set
- training samples
- probability distribution
- decision rules
- conceptual framework
- classification models
- training phase
- theoretical foundation
- memory requirements
- learning phase
- multi layer perceptron
- modeling framework
- machine learning
- bayesian framework
- decision problems
- classification method
- mathematical model
- support vector machine svm
- model selection
- decision makers
- feature vectors
- support vector
- high level
- feature selection