Data Point간의 Distance

ED: Euclidean Distance

ManD: Manhattan Distance

CanD: Canberra Distance

MaxD: $\tt L_\infin-norm$, Chebyshev Distance, Maximum distance

MinD: $\tt L_p-norm$, Minkowski distance

CosD: Cosine Distance


통계학적 특성을 반영하는 Distance

PD: Pearson Correlation Distance

Spearman Correlation

MahD: Mahalanobis Distance

SED: Standardized Euclidean Distance

CSD: Chi-square Distance

JSD: Jensen-Shannon Distance

LD: Levenshtein distance

HD: Hamming distance

JD/TD: Jaccard/Tanimoto distance

SDD: Sorensen-Dice distance

다양한 형태로 구성된 데이터의 Distance