Research on Classification of Water Stress State of Plant Electrical Signals Based on PSO-SVM.
Liguo TianChunhu ShangMeng LiYuesong WangPublished in: IEEE Access (2023)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- classification algorithm
- svm classification
- feature selection
- classification method
- feature vectors
- feature space
- improves the classification accuracy
- generalization ability
- classification accuracy
- machine learning
- feature extraction
- particle swarm optimization
- decision trees
- support vector machine classifiers
- particle swarm optimization algorithm
- pattern recognition
- training set
- supervised learning
- particle swarm optimization pso
- electrical activity
- partially supervised
- genetic algorithm
- support vectors
- control system
- decision boundary
- structured output
- high classification accuracy
- image classification
- multi class
- multi class svm
- knn
- unbalanced data
- acoustic signals