On the bias of Mahalanobis distance due to limited sample size effect.

Tetsuo Takeshita Shigeyuki Nozawa Fumitaka Kimura

Published in: ICDAR (1993)

Keyphrases

sample size
mahalanobis distance
covariance matrix
variance reduction
model selection
noise model
euclidean distance
upper bound
pac learning
progressive sampling
distance metric
data distribution
worst case
metric learning
optimization procedure
decision trees
distance measure
similarity measure