Application of multivariate data analysis methods to Comparative Molecular Field Analysis (CoMFA) data: Proton affinities and pKa prediction for nucleic acids components.
Raimundo GargalloChristoph A. SotrifferKlaus R. LiedlBernd M. RodePublished in: J. Comput. Aided Mol. Des. (1999)
Keyphrases
- data analysis
- data analysis tasks
- statistical analysis
- data exploration
- data collection
- high dimensional data
- data sets
- data processing
- descriptive statistics
- data visualization
- statistical methods
- correlation analysis
- data reduction
- predictive model
- data acquisition
- knowledge discovery
- exploratory analysis
- data points
- data mining techniques
- big data
- data mining methods
- data mining applications
- missing data
- multivariate data
- data sources
- spectral clustering
- noisy data
- statistical analyses
- graphical display
- database
- cluster analysis
- data mining algorithms
- spatial data
- prediction accuracy
- data warehouse
- semi supervised
- pairwise
- preprocessing
- training data