Classifier Selection Uses Decision Profiles in Binary Classification Task.

Paulina Baczynska Robert Burduk

Published in: IP&C (2015)

Keyphrases

binary classification
binary classifiers
support vector
support vector machine
multiclass classification
multi class
individual classifiers
binary classification problems
learning problems

cost sensitive
multi class classification
single class
multi label
generalization error
ensemble methods
class labels
decision trees
feature space

feature selection
svm classifier
cross validation
classification algorithm
supervised learning
training data
learning tasks
reinforcement learning
image classification

machine learning
prediction accuracy
higher order
machine learning algorithms
data points
learning process
training set
lower bound
kernel methods