Modules

This section provides an overview of MissMecha’s key modules. Each module is designed for a specific task in handling missing data—whether it’s visualising patterns, generating missingness, or evaluating imputation strategies.

Module Overview

Visual Model

Plot missing data patterns and understand structure across rows and columns.

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Generate Module

Create synthetic missing data using MCAR, MAR, and MNAR mechanisms.

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Analysis Module

Evaluation metrics and analysis of imputation performance.

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Impute Module

Provide simple baseline imputers and wrappers to support evaluation.

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