Gravitational fixed radius nearest neighbor for imbalanced problem
We use the gravitational scenario into the fixed radius nearest neighbor rule. The proposed GFRNN deals with imbalanced classification problem. GFRNN does not need any manual parameter setting or coordination. Comparison experiments on 40 datasets validate its effectiveness and efficiency.
nearest neighbor rule fixed radius search imbalanced data pattern classification