Supplements
Tabei, Y., Pauwels, E., Stoven,V., Takemoto,K, and Yamanishi, Y.
Identification of chemogenomic features from drug-target interaction networks using interpretable classifiers
Relation between performance and data redundancy
Summary of extracted chemogenomic features
- result by L1LOG
- result by L1SVM
- result by SCCA
1st column: rank for extracted pairs of chemical substructures and protein domains
2nd column: weight for extracted pairs of chemical substructures and protein domains
3rd column: ID of extracted pairs of chemical substructures and protein domains
4th column: biological annotation
Summary of extracted chemical substructures for each protein domain
Summary of extracted protein domains for each chemical substructure
Comparison of extracted chemogenomic features between different methods
High resolution figure of the extracted substructure-domain association network
Software
Data sets