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Combining instance selection methods based on data characterization: An approach to increase their effectiveness.
Yoel Caises
Antonio González Muñoz
Enrique Leyva
Raúl Pérez
Published in:
Inf. Sci. (2011)
Keyphrases
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instance selection
data reduction
high dimensional data
data sets
training data
data analysis
image data
databases
data points
feature selection
data mining
knowledge discovery
classification accuracy
support vector machine
nearest neighbor
supervised learning
multi modal
machine learning