Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome.
Andreas Philipp HasslerErnestina MenasalvasFrancisco Jose Garcia-GarciaLeocadio Rodríguez-MañasAndreas HolzingerPublished in: BMC Medical Informatics Decis. Mak. (2019)
Keyphrases
- data preprocessing
- predictive modeling
- data mining
- risk factors
- knowledge discovery
- data mining methods
- preprocessing
- text mining
- data analysis
- preprocessing step
- data mining techniques
- statistical modeling
- feature selection
- risk assessment
- machine learning
- association rules
- cluster analysis
- business intelligence
- pattern discovery
- risk management
- association rule mining
- web usage mining
- data cleaning
- decision making
- intrusion detection
- outlier detection
- database
- object oriented
- data warehouse
- website
- information retrieval
- neural network