Missing Value Imputation — Glossary

missing_value_imputation

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Definition

Preprocessing step that fills NaN cells with a column statistic (mean, median, mode) or k-NN estimates so downstream analyses see complete data.

Examples

Filling missing soil-pH values with the column median.

Related terms

Missing Values Missing Values Data Preprocessing K-Nearest Neighbours