Customized meta-dataset for automatic classifier accuracy evaluation.

Yan Huang Zhang Zhang Yan Huang Qiang Wu Han Huang Yi Zhong Liang Wang

Published in: Pattern Recognit. (2024)

Keyphrases

fold cross validation
high accuracy
individual classifiers
logistic regression
support vector machine classifier
training data
evaluation method
computational cost
classification accuracy
support vector machine
feature set

high classification accuracy
training dataset
highest accuracy
confusion matrix
improving classification accuracy
benchmark datasets
leave one out cross validation
automatic evaluation
feature selection
improve the recognition accuracy
classification process

support vector
classification rate
classification scheme
roc curve
computational complexity
random forest
fully automatic
training set
svm classifier
image classification

higher classification accuracy
data sets
computer aided diagnostic
classifier combination
linear classifiers
test data
error rate
training samples
decision trees
learning algorithm