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Enhancing classification with hybrid feature selection: A multi-objective genetic algorithm for high-dimensional data.
Jonas da Silveira Bohrer
Márcio Dorn
Published in:
Expert Syst. Appl. (2024)
Keyphrases
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high dimensional data
high dimensionality
feature selection
dimensionality reduction
dimension reduction
high dimensional
low dimensional
small sample size
regression problems
nearest neighbor
feature space
classification accuracy
high dimensions
gene expression data
text classification
data points
feature extraction
machine learning
input space
subspace clustering
support vector machine
data sets
manifold learning
sparse representation
support vector
lower dimensional
subspace learning
high dimensional datasets
clustering high dimensional data
variable selection
dimensional data
nonlinear dimensionality reduction
multivariate temporal data
decision trees
pattern recognition
similarity search
high dimensional spaces
high dimensional feature spaces
multi objective
model selection
dimensionality reduction methods
text categorization
microarray data
support vector machine svm
principal component analysis
cross validation
high dimensional data sets
missing values
unsupervised learning
svm classifier
data analysis
microarray
classification algorithm