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Comparison of Deep Learning With Multiple Machine Learning Methods and Metrics Using Diverse Drug Discovery Datasets
Machine learning methods have been applied to many datasets in pharmaceutical research for several decades. The relative ease and availability of fingerprint type molecular descriptors paired with Bayesian methods resulted in the widespread use of this approach for a diverse array of endpoints relev...
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| Vydáno v: | Mol Pharm |
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| Hlavní autoři: | , , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
2017
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5741413/ https://ncbi.nlm.nih.gov/pubmed/29096442 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/acs.molpharmaceut.7b00578 |
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