Five-Feature Model for Developing the Classifier for Synergistic vs. Antagonistic Drug Combinations Built by XGBoost
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Title
Five-Feature Model for Developing the Classifier for Synergistic vs. Antagonistic Drug Combinations Built by XGBoost
Authors
Keywords
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Journal
Frontiers in Genetics
Volume 10, Issue -, Pages -
Publisher
Frontiers Media SA
Online
2019-07-09
DOI
10.3389/fgene.2019.00600
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- (2013) Malachi Griffith et al. NATURE METHODS
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