The performance evaluation of the SVM model demonstrated an accuracy of 80%, indicating its effectiveness in predicting the success of a second M-TESE based on factors such as histopathology, varicocele, testosterone levels, FSH levels, and the interval between surgeries. The gene discussed is BRD2; the disease is varicocele.