Quick sensitivity analysis for incremental data modification and its application to leave-one-out CV in linear classification problems.
Shota OkumuraYoshiki SuzukiIchiro TakeuchiPublished in: CoRR (2015)
Keyphrases
- sensitivity analysis
- data sets
- database
- original data
- training data
- high quality
- raw data
- data analysis
- knowledge discovery
- data processing
- data collection
- experimental data
- probability distribution
- input data
- incremental learning
- missing data
- statistical analysis
- semi supervised
- image data
- special case
- prior knowledge
- data structure
- feature selection
- data mining