Using SVM and Random forest for different features selection in predicting bike rental amount.
Yi Chen ShiaoWei-Hsiang ChungRung Ching ChenPublished in: iCAST (2018)
Keyphrases
- random forest
- feature set
- selected features
- feature reduction
- random forests
- decision trees
- feature selection
- fold cross validation
- feature importance
- svm classifier
- feature vectors
- ensemble classifier
- feature space
- support vector machine
- feature ranking
- support vector
- support vector machine svm
- classification accuracy
- ensemble methods
- kernel function
- ensemble learning
- image features
- classification method
- multi label
- text mining
- principal component analysis
- feature extraction
- multi class
- face recognition
- neural network
- prior knowledge