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. 2024 Jan 4;14:540. doi: 10.1038/s41598-023-50981-w

Figure 8.

Figure 8

How K-means is applied to generate training and validation splits, and to apply block bootstrapping. The left map shows 50 splits of the data. The right map shows an example split, in which 40 blocks are used for training, and 10 blocks are used for validation.