EvoImputer: An evolutionary approach for Missing Data Imputation and feature selection in the context of supervised learning.
Shatha AwawdehHossam FarisHazem HiaryPublished in: Knowl. Based Syst. (2022)
Keyphrases
- missing data imputation
- feature selection
- supervised learning
- machine learning
- unsupervised learning
- multi class
- support vector
- training data
- multiple instance learning
- information gain
- high dimensionality
- text categorization
- data sets
- mutual information
- text classification
- model selection
- semi supervised
- classification accuracy
- missing values
- probabilistic model
- high dimensional
- reinforcement learning
- data preparation
- learning algorithm