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Fig 1.

Distribution of claims in one year.

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Table 1.

Number of claims in one year.

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Table 2.

Chosen hyperparameters for machine learning models.

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Table 2 Expand

Table 3.

Comparison of models.

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Table 3 Expand

Fig 2.

Model performance comparison.

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Fig 3.

Zero inflation plot.

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Fig 3 Expand