Table 3. Count for target variables in thyroid disease dataset.
| Health Issues | Diagnosis | Count |
|---|---|---|
| hyperthyroid | hyperthyroid (A) | 147 |
| T3 toxic (B) | 21 | |
| toxic goiter (C) | 6 | |
| secondary toxic (D) | 8 | |
| hypothyroid | hypothyroid (E) | 1 |
| primary hypothyroid (F) | 233 | |
| compensated hypothyroid (G) | 359 | |
| secondary hypothyroid (H) | 8 | |
| binding protein | increased binding protein (I) | 346 |
| decreased binding protein (J) | 30 | |
| general health | concurrent non-thyroidal illness (K) | 436 |
| replacement therapy | under replaced (M) | 111 |
| consistent with replacement therapy (L) | 115 | |
| over replaced (N) | 110 | |
| antithyroid treatment | antithyroid drugs (O) | 14 |
| I131 treatment (P) | 5 | |
| surgery (Q) | 14 | |
| miscellaneous | discordant assay results (R) | 196 |
| elevated TBG (S) | 85 | |
| elevated thyroid hormones (T) | 0 | |
| no condition | sample record of healthy person (-) | 6771 |