The Effectiveness of PCA in Decision Tree and Random Forest for Raisin Dataset.
Agnieszka PolowczykAlicja PolowczykPublished in: ICYRIME (2023)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- random forests
- ensemble methods
- principal component analysis
- feature importance
- multi label
- decision tree learning algorithms
- feature vectors
- feature space
- dimensionality reduction
- feature extraction
- benchmark datasets
- ensemble learning
- rotation forest
- naive bayes
- data sets
- training data
- face recognition
- machine learning
- ensemble classifier
- feature selection
- logistic regression
- classification models
- base classifiers
- face images
- high dimensional
- neural network