soldat


	A data set that contains information about compounds used in drug discovery. 
      Specifically, this data set consists of 5631 compounds on which an in-house
      solubility screen (ability of a compound to dissolve in a water/solvent mixture) was performed. <p></p><p>     Based on this screen, compounds were categorized as either insoluble (n=3493) or soluble (n=2138).  
     Then, for each compound, 72 continuous, noisy structural
     descriptors were computed.  
</p>

datasets

Performs discrete, real, and gentle boost under both exponential and
logistic loss on a given data set.  The package ada provides a straightforward,
well-documented, and broad boosting routine for classification, ideally suited
for small to moderate-sized data sets.

Mark Culp

The R Package Ada for Stochastic Boosting

soldat function

A data frame with 5631 observations on the following 73 variables. Some rows have missing data.

soldat: Solubility Data

Description

Usage

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Examples