Two-stage svm classification for large data sets via randomly reducing and recovering training data.

Xiaoou Li Jair Cervantes Wen Yu

Published in: SMC (2007)

Keyphrases

svm classification
training data
support vector machine
classification accuracy
data sets
support vectors
support vector machine svm
support vector
training set

kernel function
supervised learning
learning algorithm
multiclass classification
svm classifier
training examples
test data
multi class
decision trees

training samples
training process
classification method
labeled data
image classification
training dataset
unlabeled data
neural network

class labels
naive bayes
cost sensitive
knn
binary classification
data analysis
similarity measure
machine learning