Research Article

Using the K-Nearest Neighbor Algorithm for the Classification of Lymph Node Metastasis in Gastric Cancer

Table 1

Distance metric learning methods used in this work.

Unsupervised distance metric learning methodā€‰Principal component analysis (PCA) [19, 21]

Supervised distance metric learning methodGlobalFisher discriminative analysis (FDA) [21]
Relevant component analysis (RCA) [22]
LocalNeighborhood component analysis (NCA) [23]
Local fisher discriminative analysis (LFDA) [24]
Large margin nearest neighborhood (LMNN) [25]