Interpretation of QSAR Models Based on Random Forest Methods

Per aspera ad astra: application of Simplex QSAR approach in antiviral research

(2010) Eugene N Muratov et al.   Future Medicinal Chemistry

Application of Random Forest Approach to QSAR Prediction of Aquatic Toxicity

(2009) Pavel G. Polishchuk et al.   Journal of Chemical Information and Modeling

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS

Hierarchical QSAR technology based on the Simplex representation of molecular structure

(2008) V. E. Kuz’min et al.   JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

Quantitative structure-affinity relationship of 5-HT1Areceptor ligands by the classification tree method

(2008) V.E. Kuz’min et al.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH

Empirical characterization of random forest variable importance measures

(2007) Kellie J. Archer et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS