Metabolic Profiling of 1H NMR Spectra in Chronic Kidney Disease with Local Predictive Modeling.
Margaux LuckAnastasia YartsevaGildas BerthoEric ThervetPhilippe BeauneNicolas PalletCécilia DamonPublished in: ICMLA (2015)
Keyphrases
- predictive modeling
- nmr spectra
- nuclear magnetic resonance
- statistical modeling
- data mining methods
- random forest
- knowledge discovery
- chemical compounds
- machine learning
- text mining
- data mining
- big data
- business intelligence
- case study
- decision trees
- data mining techniques
- information extraction
- decision making
- real world