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Table 1 Confusion matrix for the KTH dataset. The average performance is 91.3%. "box", "hc", "hw", "j/r", and "walk" represent boxing, handclapping, handwaving, jogging/running, and walking, respectively. For example, row one means out of all the boxing sequences, 84% are classified correctly, and 16% are classified as handclapping.

From: Unsupervised Action Classification Using Space-Time Link Analysis

Category

box

hc

hw

jr

wa

box

0.84

0.16

0

0

0

hc

0.04

0.93

0.03

0

0

hw

0

0.06

0.94

0

0

jr

0

0

0

0.94

0.06

wa

0

0.07

0

0.04

0.9