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Genetic algorithm assisted by a SVM for feature selection in gait classification.
TzeWei Yeoh
Saúl Zapotecas Martínez
Youhei Akimoto
Hernán E. Aguirre
Kiyoshi Tanaka
Published in:
ISPACS (2014)
Keyphrases
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feature selection
support vector
support vector machine
support vector machine svm
genetic algorithm
classification accuracy
feature extraction
feature space
svm classifier
text classification
svm classification
feature selection algorithms
machine learning
classification method
classification algorithm
small sample
feature set
classification performances
knn
method for feature selection
bayes classifier
feature vectors
classification models
feature ranking
selected features
feature reduction
improves the classification accuracy
multi class
training set
decision trees
fold cross validation
text classifiers
standard svm
svm rfe
feature subset
high dimensionality
model selection
pattern recognition
multiple kernel learning
multi class classification
generalization ability
irrelevant features
training data
linear svm
human recognition
cross validation
multi class svm