Performance for missing value prediction.

Note that bold and underlined fonts indicate the lowest and second-lowest errors, respectively. KG-CTF outperforms the competitors across all datasets and missing value ratios.

Figshare2025-11-12 更新10

Performances of iterative prediction.

aAIM is Aiming, as defined in eqn (15); bCVR is Coverage, as defined in eqn (16); cACC is Accuracy, as defined in eqn (17); dATR is Absolute-True-Rate, as defined in eqn (18); eAFR is Absolute-False-R

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Performance for missing value prediction in an online setting.

Note that bold and underlined fonts indicate the lowest and second-lowest errors. OKG-CTF outperforms the competitors across all datasets and missing value ratios.

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