Table 1.
Dataset-I Thyroid Disease Dataset Selected Attributes.
| Attributes | Descriptions | Values |
|---|---|---|
| Age | Age group intervals | 20–30 (Age between 20 to 30) |
| 30–40 (Age between 30 to 40) | ||
| 40–50 (Age between 40 to 50) | ||
| 50–60 (Age between 50 to 60) | ||
| 60–70 (Age between 60 to 70) | ||
| 70–80 (Age between 70 to 80) | ||
| Sex | Gender groups | M=Male and F=female |
| On Thyroxine | On thyroxine status | f=False (Not on thyroxine) |
| t=True (On thyroxine) | ||
| On anti-thyroid med | Anti-thyroid medication | f=False (Currently not on anti-thyroid med) |
| t=True (Currently on anti-thyroid med) | ||
| Sick | Current sick status | f=False (Currently not sick) |
| t=True (Currently sick) | ||
| Pregnant | Pregnant status | f=False (Currently not pregnant) |
| t=True (Currently pregnant) | ||
| Thyroid surgery | Had thyroid surgery | f=False (Did not have thyroid surgery) |
| t=True (Had thyroid surgery) | ||
| I131 | Had I131 treatment | f=False (Did not have I131 treatment) |
| t=True (Had I131 treatment) | ||
| Query hypothyroid | Hypothyroidism statue | f=False (Do not have hypothyroidism) |
| t=True (Have hypothyroidism) | ||
| Query hyperthyroid | Hyperthyroidism status | f=False (Do not have hyperthyroidism) |
| t=True (Have hyperthyroidism) | ||
| Lithium | Lithium status | f=False (Do not have Lithium) |
| t=True (Have lithium) | ||
| Goiter | Goiter status | f=False (Do not have goiter) |
| t=True (Have goiter) | ||
| Tumor | Tumor status | f=False (Do not have tumor) |
| t=True (Have tumor) | ||
| Hypopituitary | Hypopituitary status | f=False (Do not have hypopituitary) |
| t=True (Have hypopituitary) | ||
| Psych | Psych status | f=False (Do not have psych) |
| t=True (Have psych) | ||
| TSH | TSH level intervals | TSH=Normal (0.27≤ TSH ≤4.2) |
| TSH=Abnormal (Not within the normal range) | ||
| T3 | T3 level intervals | T3=Normal (1.3≤ T3 ≤ 3.1) |
| T3=Abnormal (Not within the normal range) | ||
| TT4 | TT4 level intervals | TT4=Normal (62≤ TT4 ≤ 164) |
| TT4=Abnormal (Not within the normal range) | ||
| T4U | T4U level intervals | T4U=Normal (0.7≤ T4U ≤ 1.8) |
| T4U=Abnormal (Not within the normal range) | ||
| FTI | FTI level intervals | FTI=Normal (53≤ FTI ≤142) |
| FTI=Abnormal (Not within the normal range) | ||
| Class | Thyroid disease status | Negative (Does not have thyroid disease) |
| Positive (Has thyroid disease) |