ANALYSIS OF SOME REGRESSION MODELS FOR MIGRAINE TREATMENT DRUGS

Migraine treatment drugs are used either to relieve pain during an attack or to prevent future episodes. For acutemigraine attacks, common medications include analgesics and NSAIDs such as Paracetamol, Ibuprofen, andAspirin, which help reduce pain and inflammation. Specific anti-migraine drugs called triptans, such asSumatriptan and Rizatriptan, act on serotonin receptors to relieve migraine symptoms. Antiemetic drugs likeMetoclopramide may also be used to control nausea and vomiting. For prevention of frequent migraines, doctorsmay prescribe medications such as the beta-blocker Propranolol, antiepileptic drugs like Topiramate, orantidepressants such as Amitriptyline to reduce the frequency and severity of migraine attacks. In this paper, weperform QSPR analysis for migraine drugs and identify the best predictive model based on molecular descriptors