Fig. 3. Probability distribution of full student response under various scenarios, using the machine learning classifier.
The following scenarios are explored: a comparison between verbal teacher communications, physical, and visual prompts when only a single communication is applied; b comparison between verbal teacher communications, physical, and visual prompts, including instances where two (dual) communications are applied; c comparison between picture and object teacher communications (i.e. between the two visual prompts); d comparison between gestures and visual prompts; e comparison between one and two teacher communications; f comparison between one and two teacher communications when communications with a physical prompt are excluded. Straight vertical lines denote the mean of the corresponding distribution.