Learning from Imbalanced Multiclass Sequential Data Streams Using Dynamically Weighted Conditional Random Fields

Roberto L. Shinmoto Torres, Damith C. Ranasinghe, Qinfeng Shi +1

The present study introduces a method for improving the classification performance of imbalanced multiclass data streams from wireless body worn sensors. Data imbalance is an inher…