Attacking Random Forest Classifiers based on Shortest Path Algorithm.
Tianjian WangFuyong ZhangPublished in: CACML (2022)
Keyphrases
- random forest
- shortest path algorithm
- decision trees
- feature set
- rotation forest
- fold cross validation
- ensemble classifier
- shortest path
- ensemble learning
- random forests
- optimal solution
- ensemble methods
- feature ranking
- base classifiers
- multi label
- test set
- cancer classification
- feature importance
- feature extraction
- feature selection
- majority voting
- decision tree learning algorithms
- support vector
- training set
- svm classifier
- training data
- feature space
- machine learning methods
- support vector machine
- multi class
- machine learning
- objective function
- individual classifiers
- higher order
- training samples
- naive bayes
- machine learning algorithms
- logistic regression
- feature subset