Construction of Primary and Secondary School Teachers’ Competency Model Based on Improved Machine Learning Algorithm

Table 1

Parameter distribution of competency factor evaluation.

Ability elements	Frequency	Frequency ratio
Basic knowledge of educational theory	416	22.474
Professional knowledge	410	12.307
Knowledge integration ability	431	6.266
Online teaching innovation ability	416	0.540
Informatization teaching ability	409	32.118
Multimedia resource selection and application ability	405	35.853
Online teaching classroom design ability	418	8.783
Online teaching interaction ability	408	33.753
Proficient in online teaching software operation.	415	10.522
Online teaching evaluation feedback ability	430	20.356
Online classroom organization ability	419	33.216
Online teaching and discipline integration ability	430	28.487
Ability to reflect after class in online teaching.	1	36.941
Team cooperation ability	408	11.556
Communication skills	38	11.175
Time management ability	40	27.790