Revised classification of kinases based on bioactivity data: the importance of data density and choice of visualization.
Shardul ParicharakTom KlenkaMartin AugustinUmesh A. PatelAndreas BenderPublished in: J. Cheminformatics (2013)
Keyphrases
- data sets
- database
- data processing
- synthetic data
- data collection
- data analysis
- raw data
- data distribution
- support vector
- data quality
- data visualization
- classification models
- original data
- statistical methods
- knowledge discovery
- data points
- prior knowledge
- pattern recognition
- high quality
- training data
- statistical analysis
- training samples
- computer systems
- self organizing maps
- experimental data
- input data
- complex data