Confidence limits, error bars and method comparison in molecular modeling. Part 2: comparing methods.
Anthony NichollsPublished in: J. Comput. Aided Mol. Des. (2016)
Keyphrases
- preprocessing
- significant improvement
- alternative methods
- classical methods
- hybrid method
- machine learning methods
- classification method
- benchmark data sets
- error rate
- synthetic and real images
- search methods
- methods outperform
- statistical methods
- test images
- optimization method
- detection method
- cross validation
- high accuracy
- methods require
- reconstruction method
- similarity measure
- linear regression
- confidence values
- quantitative evaluation
- cost function
- modeling method
- classification accuracy
- error accumulation
- computational cost
- interpolation method
- confidence measure
- numerical methods
- image quality
- gold standard
- clustering method