An Improved Firefly Optimization Algorithm for Analysis of Arrhythmia Types

Irregular heartbeats rhythm is the result of arrhythmia condition which can be a threat to life if not treated at early stage. If it necessary know type treat patient appropriately. The traditional method complex and an efficient algorithm required diagnose. An improved firefly optimization proposed analyze types. Four performance measures confirm model's effectiveness experimental evaluation shows that achieves sensitivity 86.27%, accuracy 86.14%, precision 87.52%, specificity 87.37% in arrhythmia-type classification. effectively classify types with high specificity.