A Comparison of Logistic Regression, k-Nearest Neighbor, and Decision Tree Induction for Campaign Management.
Martin BichlerChristine KissPublished in: AMCIS (2004)
Keyphrases
- logistic regression
- k nearest neighbor
- decision tree induction
- decision trees
- knn
- nearest neighbor
- naive bayes
- decision tree algorithms
- text categorization
- training set
- support vector machine
- random forests
- classification algorithm
- support vector
- support vector machine svm
- text classification
- information gain
- loss function
- data mining methods
- machine learning
- classification rules
- neural network
- data mining
- random forest
- distance function
- machine learning algorithms
- cross validation
- input space
- ensemble methods
- feature selection
- similarity measure
- induction algorithms
- classification accuracy
- active learning