harvest: Simulated dataset for testing the EPX package
In EPX: Ensemble of Phalanxes
Description
Usage
Format
References
Description
A simulated dataset from Yuan et al. (2012) with three explanatory variables.
Demonstrates in a timely manner epx, the phalanx-formation
algorithm in EPX and associated functions summary.epx,
predict.epx , plot.epx, cv.epx,
hit.curve.
Usage
1
Format
A dataframe with 190 rows and 4 variables:
- LogP
Octanol/water partition coefficient (-2 to 7).
- MeltPt
Melting point (120 to 280 degrees Celsius).
- MolWt
Molecular weight (200 to 800).
- y
The response variable where 1 denotes active and 0 inactive.
References
Yuan, Y., Chipman, H. A., & Welch, W. J. (2012).
Harvesting Classification Trees for Drug Discovery.
Journal of Chemical Information and Modeling,
52(12), 3169-3180.
doi: 10.1021/ci3000216
EPX documentation built on July 7, 2021, 1:06 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Format References
Description
A simulated dataset from Yuan et al. (2012) with three explanatory variables.
Demonstrates in a timely manner epx, the phalanx-formation
algorithm in EPX and associated functions summary.epx,
predict.epx , plot.epx, cv.epx,
hit.curve.
Usage
1 |
Format
A dataframe with 190 rows and 4 variables:
- LogP
Octanol/water partition coefficient (-2 to 7).
- MeltPt
Melting point (120 to 280 degrees Celsius).
- MolWt
Molecular weight (200 to 800).
- y
The response variable where 1 denotes active and 0 inactive.
References
Yuan, Y., Chipman, H. A., & Welch, W. J. (2012). Harvesting Classification Trees for Drug Discovery. Journal of Chemical Information and Modeling, 52(12), 3169-3180. doi: 10.1021/ci3000216
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.