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Table 1 Relation between observed attention levels and observable behaviors

From: Predicting students’ attention in the classroom from Kinect facial and body features

 

Attention level (l)

Behavior

Low (1)

Medium (3)

High (5)

Writing, A w (l)

0.0

0.05

0.52

Yawning, A y (l)

0.26

0.06

0.001

Supporting head, A s (l)

0.21

0.61

0.11

Leaning back, A b (l)

0.41

0.16

0.12

  1. The values represent rate of time the behavior was present during the periods with the specific attention level