Identification of optimal classification functions for biological sample and state discrimination from metabolic profiling data.
Kyongbum LeeDaehee HwangTadaaki YokoyamaGeorge StephanopoulosGregory StephanopoulosMartin L. YarmushPublished in: Bioinform. (2004)
Keyphrases
- data sets
- class discrimination
- data analysis
- pattern recognition
- data structure
- test data
- data sources
- supervised learning
- data processing
- database
- data quality
- raw data
- statistical analysis
- data collection
- data mining techniques
- feature selection
- decision trees
- text classification
- image classification
- model selection
- knowledge discovery
- training samples
- support vector machine svm
- classification algorithm
- optimal solution
- training data