Classification of datasets with imputed missing values

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2023-08-10, 2023-08-10

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software
software

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Zenodo

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Open

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Description

This repository has data and scripts to perform imputation on datasets with missing data, and then to classify the resulting imputed datasets. It also contains the scripts necessary to reproduce all figures in the paper. This repository forms part of the supplementary material for the paper: Shadbahr, T. and Roberts, M. and Stanczuk, J. and Gilbey, J. and Teare, P. et al., "The Impact of Imputation Quality on Machine Learning Classifiers for Datasets with Missing Values".

Link to original dataset

https://doi.org/10.5281/zenodo.8234032

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Keyword

imputation, missing data, machine learning, classification

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