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Greedy feature selection: Classifier-dependent feature selection via greedy methods.
Fabiana Camattari
Sabrina Guastavino
Francesco Marchetti
Michele Piana
Emma Perracchione
Published in:
CoRR (2024)
Keyphrases
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feature selection
feature selection algorithms
feature space
feature set
forward selection
feature subset
classification performances
greedy algorithm
support vector
higher classification accuracy
informative features
text categorization
discriminative features
feature selection and classification
text classification
feature ranking
information gain
machine learning
wrapper method
feature selection and classifier
classification method
support vector machine
classification models
cross validation
microarray data
training set
input features
dynamic programming
mutual information
model selection
feature construction
feature reduction
data sets
search space
classification accuracy
selecting features
redundant features
greedy algorithms
irrelevant features
bayes classifier
small sample
high dimensional data
selected features