Stability of decision trees and logistic regression.
Nino ArsovMartin PavlovskiLjupco KocarevPublished in: CoRR (2019)
Keyphrases
- logistic regression
- decision trees
- naive bayes
- decision tree induction
- credit scoring
- predictive power
- linear support vector machines
- logistic regression models
- chi square
- random forests
- information gain
- decision tree algorithm
- training set
- machine learning
- machine learning algorithms
- odds ratio
- predictive accuracy
- generalized linear models
- classification trees
- fold cross validation
- random forest
- data mining methods
- breast cancer
- probability estimation
- linear svm
- loss function
- support vector machine
- bayesian classifiers
- bayesian networks
- chi square test
- training data
- base classifiers
- classification models
- pairwise
- support vector