Research Article

Using Proximity Graph Cut for Fast and Robust Instance-Based Classification in Large Datasets

Figure 2

Accuracy comparison of the proposed NSW-PATH and HNSW-PATH classifiers with 1-NN baseline at two large-scale datasets SUSY (5M items) and HIGGS (11M items).