Using a dataset containing the MALAT1, HOTAIR, and PVT1 expression and the cytological class of the above 34 patients, the designed naïve Bayes classifier has been used to compute the probabilities that a thyroid nodule is malignant or benign. The gene discussed is HOTAIR; the disease is thyroid nodule.