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Table 3 Properties of datasets after preprocessing

From: Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study

  Time series replacement
Last values Stats Maximums/Minimums
Fill in the missing data 5425 patients,
31 parameters,
43.17% developed polyneuropathy
5425 patients,
31 parameters,
43.17% developed polyneuropathy
5425 patients,
31 parameters,
43.17% developed polyneuropathy
Filter out the missing data 5094 patients,
19 parameters,
43.62% developed polyneuropathy
5094 patients,
31 parameters,
43.62% developed polyneuropathy
5094 patients,
19 parameters,
43.62% developed polyneuropathy