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The impact of pre-clustering on classification of heterogeneous protein data.
Haneen Altartouri
Hashem Tamimi
Yaqoub Ashhab
Published in:
Netw. Model. Anal. Health Informatics Bioinform. (2022)
Keyphrases
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classification accuracy
unsupervised classification
unsupervised learning
supervised classification
pattern recognition
feature vectors
unsupervised clustering
pattern classification
clustering method
support vector machine
microarray data analysis
data clustering
classification process
preprocessing
gene expression profiles
decision trees
clustering algorithm
text clustering
automatic classification
classification models
classification method
high dimensionality
cluster analysis
machine learning methods
machine learning
decision rules
image classification
training data
feature selection
categorical data
classification scheme
classification systems
nearest neighbor
active learning
support vector
feature extraction