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. 2023 Jul 20;13(14):2417. doi: 10.3390/diagnostics13142417

Figure 3.

Figure 3

Imputation of Missing Values. NaN refers to a missing value. Mean is a statistical measure used for imputing missing numerical values by replacing them with the mean value of the available data. Mode is a statistical measure used for imputing missing categorical values by replacing them with the mode (most frequently occurring value) of the available data.