Supervised machine learning for early predicting the sepsis patient: modified mean imputation and modified chi-square feature selection.
Ujjwol ShresthaAbeer AlsadoonP. W. C. PrasadSarmad Al AloussiOmar Hisham AlsadoonPublished in: Multim. Tools Appl. (2021)
Keyphrases
- supervised machine learning
- chi square
- feature selection
- information gain
- dimensionality reduction
- data mining
- learning algorithm
- missing values
- mutual information
- feature set
- manually annotated
- logistic regression
- semi supervised learning
- unsupervised learning
- ground truth
- classification accuracy
- training data
- knowledge base
- machine learning