Multivariate Analysis of Data Sets with Missing Values: An Information Theory-Based Reliability Function.
Lisa UechiDavid J. GalasNikita A. SakhanenkoPublished in: J. Comput. Biol. (2019)
Keyphrases
- information theory
- missing values
- data sets
- incomplete data sets
- information theoretic
- missing attribute values
- high dimensional data
- missing data
- incomplete data
- jensen shannon divergence
- conditional entropy
- data imputation
- unseen test data
- missing data imputation
- unseen data
- imputation methods
- image sequences
- exponential family
- missing information
- training data
- computer vision
- original data
- attribute values
- mutual information
- nearest neighbor
- video sequences
- shannon entropy
- decision trees