Structure validation

Results: 165



#Item
161Support vector machines / Least squares support vector machine / Kernel methods / Cross-validation / Quantitative structure–activity relationship / Supervised learning / Linear classifier / Kernel principal component analysis / Shogun / Statistics / Machine learning / Statistical classification

CHAPTER 6 Ovidiu Ivanciuc. Applications of Support Vector Machines in Chemistry. In: Reviews in Computational Chemistry, Volume 23, Eds.: K. B. Lipkowitz and T. R. Cundari. Wiley-VCH, Weinheim, 2007, pp. 291–400. Appl

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Source URL: www.ivanciuc.org

Language: English - Date: 2009-01-18 01:27:31
162Model selection / Bayesian statistics / K-nearest neighbor algorithm / Support vector machine / Feature selection / Cross-validation / Linear discriminant analysis / Naive Bayes classifier / Supervised learning / Statistics / Statistical classification / Machine learning

SCOWLP update: 3D classification of protein-protein, -peptide, -saccharide and -nucleic acid interactions, and structure-based binding inferences across folds

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Source URL: www.ncbi.nlm.nih.gov

Language: English
163Biochemistry / Signal transduction / Transforming growth factor beta / GTPase / Biology / Protein domains / Protein structure

Additional file 9: Validation dataset Code Description No. of subgroup No. of Family member Representative PDB structure code No. of subsites Structural Class and Fold Sequence identity (%) RMSD Alignment length Source

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Source URL: www.ncbi.nlm.nih.gov

Language: English
164Econometrics / Analysis of variance / Causality / Conditionals / Economic model / Interaction / Random forest / Cross-validation / Feature selection / Statistics / Model selection / Regression analysis

SCOWLP update: 3D classification of protein-protein, -peptide, -saccharide and -nucleic acid interactions, and structure-based binding inferences across folds

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Source URL: www.ncbi.nlm.nih.gov

Language: English
165Support vector machines / Least squares support vector machine / Kernel methods / Cross-validation / Quantitative structure–activity relationship / Supervised learning / Linear classifier / Kernel principal component analysis / Shogun / Statistics / Machine learning / Statistical classification

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Source URL: www.ivanciuc.org

Language: English - Date: 2008-06-16 15:13:37
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