mimic_preprocessed: Preprocessed Clinical Data from the MIMIC-II Database
In fairmetrics: Fairness Evaluation Metrics with Confidence Intervals for Binary Protected Attributes
mimic_preprocessed R Documentation
Preprocessed Clinical Data from the MIMIC-II Database
Description
This version of the mimic dataset has been cleaned by removing columns with more than 10% missing data, imputing remaining missing values with the median, and dropping columns highly correlated with the outcome. It is designed for use in fairness-aware machine learning tasks and streamlined analysis.
Usage
mimic_preprocessed
Format
A data frame with fewer variables than the original due to preprocessing. Number of rows: 1776.
Source
https://physionet.org/content/mimic2-iaccd/1.0/
See Also
mimic
fairmetrics documentation built on Sept. 11, 2025, 9:09 a.m.
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| mimic_preprocessed | R Documentation |
Preprocessed Clinical Data from the MIMIC-II Database
Description
This version of the mimic dataset has been cleaned by removing columns with more than 10% missing data, imputing remaining missing values with the median, and dropping columns highly correlated with the outcome. It is designed for use in fairness-aware machine learning tasks and streamlined analysis.
Usage
mimic_preprocessed
Format
A data frame with fewer variables than the original due to preprocessing. Number of rows: 1776.
Source
https://physionet.org/content/mimic2-iaccd/1.0/
See Also
mimic
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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