Description of the gold standard datasets [12,38].
dataset
posted on 2023-08-03, 17:34 authored by Hakimeh Khojasteh, Jamshid Pirgazi, Ali Ghanbari SorkhiHistory
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wet lab experimentslimiting search spaceimportant challenging taskexperimental results demonstratefusing multiple featuresimbalanced data duedrug discovery reliesdrug chemical compoundsobtain optimal featurestarget interactions baseddiv >< pcomputational methods basedproposed approach srxoptimal featurescomputational methodsstage approachknown interactionsdata balancingexisting methodspredicting drugtarget interactionvarious descriptorsus techniquesource codesecond stagerecent yearsrandom forestprotein targetsprotein sequencespredictive performancepredicting dtisnovel multimany researchersmajor challengemachine learningimproving predictionfp2 fingerprintfirst stagefeature vectorscalled srxbalanced dataset
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