Performance evaluation of PCA based reduced features of leaf images extracted by DWT using random Forest and XGBoost classifier.
Monu BhagatDilip KumarPublished in: Multim. Tools Appl. (2023)
Keyphrases
- random forest
- feature set
- extracted features
- feature reduction
- morphological features
- selected features
- image features
- feature extraction
- feature selection
- feature space
- feature vectors
- random forests
- feature importance
- decision trees
- multi label
- object recognition
- feature ranking
- fold cross validation
- svm classifier
- principle component analysis
- principal component analysis
- input image
- bayesian classifier
- ensemble classifier
- multiresolution
- image set
- class labels
- small number
- ensemble methods
- classification accuracy
- training examples
- image classification
- training set
- face recognition
- individual classifiers
- support vector machine
- ensemble learning
- discrete wavelet transform
- classification models