Table 2.
The calculation of indicators in the ensemble learning module.
Indicator | Input | Base Learners | Classification Algorithm | Output |
---|---|---|---|---|
Students’ Concentration | Students’ Movement Students’ Emotion Concentration Labels |
Regression Tree | Forecast Score of Concentration | |
Students’ Participation | Students’ Movement Students’ Emotion Participation Labels |
Forecast Score of Participation | ||
Teachers’ Type | Teachers’ Movement Teachers’ Emotion Teaching Type Labels |
Classification Tree | SAMME | Types: Indoctrination, Natural, Interactive |
Teachers’ Style | Teachers’ Movement Teachers’ Emotion Teachers’ Volume and Speed Teachers’ Style Labels |
Types: Passionate, Humorous, Solemn |
||
Teachers’ Media-usage | Teachers’ Movement Media Usage Labels |
Types: Multimedia, Blackboard |