Concepedia

Classification and regression tree analysis for molecular descriptor selection and retention prediction in chromatographic quantitative structure–retention relationship studies

R. Put, Catherine Perrin, Frederik Questier, D. Coomans, D.L. Massart, Yvan Vander Heyden

Journal of Chromatography A · 2003 · 81 citations · 35 references

Concepts

PharmacyMedicinal ChemistryPharmaceutical AnalysisChromatographic AnalysisDrug DesignDrug DiscoveryChemical Library DesignChromatographic Data AnalysisChromatographyMolecular DescriptorsMolecular Property PredictionRetention MechanismsDescriptor SelectionDescriptor-based ModelingMolecular Descriptor DataMolecular Descriptor DesignQuantitative Structure-property Relationship ModelsRetention IndexRetention Time Prediction

References

35

Classification and Regression Trees.

John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations

Computing, Computer Science, Mathematics +13

Classification and regression trees

J. Praagman · European Journal of Operational Research · 1985 · 10.2K citations

Computing, Computer Science, Machine Learning +10

NOTES ON CONTINUOUS STOCHASTIC PHENOMENA

P. A. P. Moran · Biometrika · 1950 · 7.1K citations

Engineering, Mathematics, Probability Theory +10

Fuzzy sets, uncertainty, and information

European Journal of Operational Research · 1989 · 3.2K citations

Computing, Information Systems, Mathematics +12

CLASSIFICATION AND REGRESSION TREES: A POWERFUL YET SIMPLE TECHNIQUE FOR ECOLOGICAL DATA ANALYSIS

Glenn De’ath, Katharina Fabricius · Ecology · 2000 · 3.1K citations

Natural Sciences, Ecology, Environmental Sciences +7