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A comparative study of SMILES-based compound similarity functions for drug-target interaction prediction.
Hakime Öztürk
Elif Ozkirimli Olmez
Arzucan Özgür
Published in:
BMC Bioinform. (2016)
Keyphrases
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similarity function
similarity measure
prediction accuracy
distance function
kernel methods
similarity values
pairwise
mixed data
protein interaction
prediction model
positive semidefinite
nearest neighbor
data sets
euclidean distance
learning tasks
support vector
image processing
learning algorithm