Predicting the Relationship Between the Size of Training Sample and the Predictive Power of Classifiers.
Natthaphan BoonyanuntaPanlop ZeephongsekulPublished in: KES (2004)
Keyphrases
- training samples
- predictive power
- logistic regression
- test sample
- training set
- prediction accuracy
- decision boundary
- training data
- feature space
- nearest neighbor classifier
- training examples
- learning algorithm
- predictive accuracy
- supervised learning
- decision trees
- high dimensional
- bayesian logistic regression
- hyperplane
- classification error
- training dataset
- data mining
- support vector
- base classifiers
- decision function
- sample set
- face recognition
- face images
- test data
- multi class
- nearest neighbor
- machine learning algorithms
- naive bayes
- rough sets