An interpretable classification approach for Solar PV load profiles using decision trees.
Wenhua LingGeordie DalzellXinghuo YuBrendan P. McGrathPeter SokolowskiPublished in: ISIE (2022)
Keyphrases
- decision trees
- classification rules
- classification accuracy
- machine learning
- decision rules
- predictive accuracy
- classification systems
- naive bayes
- pattern recognition
- classification process
- rule induction
- logistic regression
- random forest
- classification models
- classification trees
- feature construction
- classification algorithm
- load balancing
- classification scheme
- concept drifting data streams
- decision tree learning
- feature selection
- training set
- cross validation
- random forests
- feature vectors
- pattern classification
- machine learning methods
- neural network
- svm classifier
- supervised learning
- model selection
- automatic classification
- benchmark datasets
- preprocessing
- support vector
- training data
- decision tree induction
- attribute selection
- decision tree algorithm