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 |