Comparison between LightGBM and other ML algorithms in PV fault classification.
Paulo MonteiroJosé LinoRui Esteves AraújoLouelson CostaPublished in: EAI Endorsed Trans. Energy Web (2024)
Keyphrases
- classification algorithm
- image classification
- benchmark datasets
- theoretical analysis
- feature extraction
- data structure
- times faster
- pattern classification
- machine learning methods
- preprocessing
- significant improvement
- worst case
- computationally efficient
- terms of classification accuracy
- machine learning algorithms
- orders of magnitude
- feature selection algorithms
- pattern recognition
- feature selection
- unsupervised learning
- simulated annealing
- supervised learning
- fuzzy logic
- support vector machine
- feature space
- classification method
- search algorithm
- decision trees
- classification models
- uci machine learning repository
- data sets