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Lung Structure Classification Using 3D Geometric Measurements and SVM.
João Rodrigo Ferreira da Silva Sousa
Aristófanes Corrêa Silva
Anselmo Cardoso de Paiva
Published in:
CIARP (2007)
Keyphrases
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support vector machine svm
support vector
support vector machine
classification algorithm
svm classifier
generalization ability
svm classification
classification accuracy
pattern recognition
classification method
improves the classification accuracy
lung disease
feature selection
training set
feature vectors
feature space
geometric structure
image classification
knn
high classification accuracy
partially supervised
fold cross validation
machine learning
multiclass support vector machines
cost sensitive
training data
text classification
pattern classification
multiple kernel learning
class labels
support vector machine classifiers
decision trees
feature extraction
multi class
structured output
linear svm
model selection
multiclass classification
ensemble classifier
multi class classification
cross validation