Performance Evaluation and Identification of Key Influencing Factors for Student Achievement Based on the Entropy-Weighted TOPSIS Model

Table 1

Matrix of averages for each student’s performance in each class.

Classes	Marks for in-class exercises	Marks for assignments	Marks for quizzes	Marks for regular grades	Marks for the final	Final marks
X1	87.8	72.4	0.9	72.7	69.9	74.4
X2	84.4	52.6	0.6	63.8	65.3	71.7
X3	80.7	46.5	0.9	59.8	77	78.7
X4	100.3	96	0.9	88.1	57	72.7
X5	78.6	61.6	0	64.2	53.8	66
X6	93.6	68.2	0.7	74.9	74.2	78.4
X7	79.3	38.4	0.8	55.6	76.7	78.6
X8	43.7	27.3	0.2	33.3	73.1	75.4
X9	51.9	37	0.4	40.6	32.4	36.7
X10	96.6	78.9	0.6	79.2	66.3	74.6
X11	88.8	60.4	0.2	68.8	78.7	80.8
X12	65.2	55.4	0	57.4	61.8	69.3
X13	55.2	21.9	0.2	35.9	28.3	34.6
X14	85.3	64.4	0.4	69.3	68	73.7
X15	77.8	54.1	0.8	63.7	60.7	70.7
X16	44.6	2.4	0.7	23	58.2	60
X17	54.8	28	0.3	38.7	75.2	76.7
X18	97.2	73.6	0.6	77.8	47.6	62.7
X19	66.4	52.1	0.4	55.4	76.7	77.8
X20	70	55.8	0.8	58.5	50	62.3
X21	73.1	60.1	0.7	62.7	71.8	77.3
X22	83.3	67.9	0.2	70.5	69.5	76.4
X23	78.3	72.6	0.9	69.7	74.2	79.6
X24	69	36.9	0.5	48.6	71.8	75.1
X25	90.7	78.6	0.6	77.3	77.5	80.8
X26	63.8	48.1	0.9	52.4	71.2	75.1
X27	66.9	46.1	0.3	53.8	76.8	79.7
X28	76.1	57.1	0.8	63	73.5	78.1
X29	74.1	61.1	1.1	62.3	63.7	72.2
X30	79.9	68.5	0.3	69	67.3	73.9