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Machine Learning Based Missing Data Imputation in Categorical Datasets

In order to predict and fill in the gaps in categorical datasets, this research looked into the use of machine learning algorithms. The emphasis was on ensemble models constructed using the Error Correction Output Codes (ECOC) framework, including models based on SVM and KNN as well as a hybrid clas...

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Autori principali: Muhammad Ishaq, Sana Zahir, Laila Iftikhar, Mohammad Farhad Bulbul, Seungmin Rho, Mi Young Lee
Natura: Artigo
Lingua:Inglês
Pubblicazione: IEEE 2024-01-01
Serie:IEEE Access
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Accesso online:https://ieeexplore.ieee.org/document/10552230/
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