Statistics (R Web Services)
R and R-based web services Rajarshi Guha. If there are algorithms or features you'd like to see or if you find bugs go to the Sourceforge page and submit a feature request or bug report- Sampling distributions (Usage)
- Linear Regression (Usage)
- CNN Regression (Usage)
- RF Regression (Usage)
- LDA Classification (Usage)
- K-means Clustering (Usage)
- t-Test (Usage)
- XY Plots (Usage)
- Histogram Plots (Usage)
- Feature selection (Stepwise and exhaustive feature selection) (Usage)
- Pharmacokinetic Calculator (pkCell)
(Makes a connection to the Rserve process, using a fixed value of the Rserve host.
Calculator evaluates pharmacokinetic parameters pKa and logP.)
Developed in collaboration with Dr. Gus Rosania (University of Michigan Alliance for Cheminformatic Exploration) Usage - Toxicity Predictions - Random Forest Ensemble (Usage)
- Ames Mutagenicity Predictions - Random Forest (Usage)
- NIH DTP Cancer Cell Line Activity Predictions (Usage)