Imputation and characterization of uncoded self-harm in major mental illness using machine learning.
Praveen KumarAnastasiya NestsiarovichStuart J. NelsonBerit KernerDouglas J. PerkinsChristophe G. LambertPublished in: J. Am. Medical Informatics Assoc. (2020)
Keyphrases
- machine learning
- missing values
- computer vision
- knowledge acquisition
- machine learning methods
- explanation based learning
- missing data
- pattern recognition
- data analysis
- machine learning approaches
- decision trees
- text classification
- health care
- natural language processing
- expert systems
- learning problems
- computational biology
- kernel methods
- computational intelligence
- inductive learning
- machine learning algorithms
- semi supervised learning
- model selection
- database
- text mining
- information extraction
- knowledge representation
- active learning
- feature selection
- learning algorithm
- genetic algorithm
- real world