A Machine Learning Approach for Drug‐target Interaction Prediction using Wrapper Feature Selection and Class Balancing
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DOI: 10.1002/minf.201900062
Abstract: Drug‐Target interaction (DTI) plays a crucial role in drug discovery, drug repositioning and understanding the drug side effects which helps to identify new therapeutic profiles for various diseases. However, the exponential growth in the genomic… read more here.
Keywords: dti; wrapper feature; using wrapper; target ... See more keywords
Semi-wrapper feature subset selector for feed-forward neural networks: Applications to binary and multi-class classification problems
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.05.133
Abstract: Abstract This paper explores widely the data preparation stage within the process of knowledge discovery and data mining via feature subset selection in the context of two very well-known neural models: radial basis function neural… read more here.
Keywords: wrapper feature; feature subset; neural networks; feature ... See more keywords