Table 4 Sample Dataset, the bolded column (Cat. 50) represents the category to predict
From: Predicting disease risks from highly imbalanced data using random forest
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Cat. 1 |
Cat. 2 |
Cat. 3 | .... |
Cat. 50 | .... | Cat. 257 | Cat. 258 | Cat. 259 | Age | Race | Sex | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Patient 1 | 0 | 0 | 0 | .... | 1 | .... | 0 | 1 | 1 | 69 | 3 | 0 |
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| Patient N | 1 | 0 | 0 | .... | 0 | .... | 1 | 0 | 0 | 55 | 1 | 1 |
