Iterative Nearest Neighborhood Oversampling in Semisupervised Learning from Imbalanced Data

Figure 4

Influence of imbalanced ratio in labeled dataset to the classification accuracy.

(a) Classification on IRIS

(b) Classification on IONOSPHERE