MURAL: An Unsupervised Random Forest-Based Embedding for Electronic Health Record Data.
Michal GerasimiukDennis L. ShungAlexander TongAdrian J. StanleyMichael SchultzJeffrey NguLoren LaineGuy WolfSmita KrishnaswamyPublished in: IEEE BigData (2021)
Keyphrases
- random forest
- data sets
- data points
- data analysis
- database
- high dimensional data
- knowledge discovery
- data sources
- training data
- face recognition
- data distribution
- raw data
- ensemble methods
- training set
- prior knowledge
- decision trees
- text mining
- feature selection
- domain experts
- machine learning methods
- information systems