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ICML2015 Poster

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Boosted Categorical Restricted Boltzmann Machine for Computational Prediction of Splice Junctions

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ICML2015 Poster

  1. 1. Boosted Categorical Restricted Boltzmann Machine for Computational Prediction of Splice Junctions Taehoon Lee SungrohYoon Advanced Computing Laboratory Electrical and Computer Engineering Seoul National University Motivation Categorical Gradient (Splice) Junction Prediction: Extremely Class-Imbalanced Problem Results: Effects of Categorical Gradient Boosted Contrastive Divergence Results: Effects of Boosting Results: Improved Junction Prediction Performance Results: Identification of Non-Canonical Splice Sites Conclusion

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