Research Article

[Retracted] Empirical Method for Thyroid Disease Classification Using a Machine Learning Approach

Table 3

Dataset attributes.

AttributeValue

AgeInteger
On thyroxineMale (M), female(F)
Query on thyroxineFalse (f), true (t)
On antithyroidFalse (f), true (t)
SickFalse (f), true (t)
PregnantFalse (f), true (t)
Thyroid surgeryFalse (f), true (t)
T131 treatmentFalse (f), true (t)
Query hypothyroidFalse (f), true (t)
Query hyperthyroidFalse (f), true (t)
LithiumFalse (f), true (t)
GoiterFalse (f), true (t)
TumorFalse (f), true (t)
HypopituitaryFalse (f), true (t)
PsychFalse (f), true (t)
TSH measuredFalse (f), true (t)
TSHReal
T3 measuredFalse (f), true (t)
T3Real
TT4 measuredFalse (f), true (t)
TT4Real
T4U measuredFalse (f), true (t)
T4UReal
FTI measuredFalse (f), true (t)
FTIReal
TBG measuredFalse (f), true (t)
TBGReal
Referral sourceSVHC, other, SVI, STMW, SVHD
ClassNegative (1), positive (0)