Construction |
1. Area and the environment 2. Instruments and equipment 3. Operation and maintenance 4. System and management |
Laboratory team building |
5. Tutors of experiment 6. Laboratory team construction 7. Personnel structure 8. Appraisal mechanism 9. Training mechanism |
Experimental teaching |
10. Practice ability 11. Exam of experiment 12. Report of experiment 13. Comprehensive and designed experiments |
Administration system |
14. System and management 15. Management tool 16. Experiment teaching material 17. Service efficiency |
Laboratory safety |
18. Safety measures 19. Hazmat management 20. Experimental environment protection 21. Clean and tidy |
Innovation and entrepreneurship |
22. Personnel structure proportions 23. Innovative entrepreneurship 24. Experiment project for college student |
1 | C | B | B | C | B |
2 | B | B | A | A | B |
3 | A | A | B | A | B |
4 | A | C | B | B | B |
5 | B | D | A | B | B |
6 | C | B | A | B | B |
7 | A | A | A | A | A |
8 | B | D | C | B | C |
9 | B | D | C | C | C |
10 | A | B | A | A | A |
1 | 72 | 84 | 76 | 72 | 75.6 |
2 | 77 | 78 | 85 | 85 | 81.2 |
3 | 86 | 94 | 75 | 86 | 84.3 |
4 | 87 | 71 | 82 | 82 | 81.4 |
5 | 82 | 63 | 88 | 76.5 | 80.2 |
6 | 71 | 83 | 89 | 80 | 80.6 |
7 | 85 | 94 | 92 | 88.5 | 89.6 |
8 | 81 | 60 | 68 | 74.5 | 71.6 |
9 | 79 | 55 | 74 | 66.5 | 70.2 |
10 | 91 | 76 | 90 | 89 | 87.3 |
1 | Area and environment | 33.51% |
2 | Instruments and equipment | 28.46% |
3 | Operation and maintenance | 27.63% |
4 | System and management | 25.321% |
5 | Practice ability | 21.25% |
6 | Service efficiency | 20.87% |
7 | Personnel structure | 19.32% |
8 | Comprehensive and designed experiments | 19.87% |
9 | Experiment project for college student | 18.56% |
10 | Hazmat management | 17.62% |
11 | Innovative entrepreneurship | 16.93% |
Real values | 82 | 76 | 96 | 65 | 85 | 92 |
Predicted values | 82.3 | 76.2 | 95.8 | 62.3 | 85.1 | 91.8 |
0 | 0 | 1 | 0 | 0.375 | 0.625 | 0 | 0 | 0 | 0.625 | 0.375 | 0 | 0 | 0 | 1 | 0 |
0 | 0.875 | 0.125 | 0 | 0 | 0.875 | 0.125 | 0 | 0.625 | 0.375 | 0 | 0 | 0.625 | 0.375 | 0 | 0 |
0.75 | 0.25 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0.625 | 0.375 | 0 | 0.75 | 0.25 | 0 | 0 |
0.625 | 0.375 | 0 | 0 | 0 | 0 | 1 | 0 | 0.125 | 0.875 | 0 | 0 | 0.125 | 0.875 | 0 | 0 |
0 | 0 | 0.875 | 0.125 | 0 | 0 | 0.75 | 0.25 | 0.75 | 0.25 | 0 | 0 | 0 | 0.625 | 0.375 | 0 |
0 | 0 | 1 | 0 | 0.75 | 0.25 | 0 | 0 | 1 | 0 | 0 | 0 | 0.375 | 0.625 | 0 | 0 |
1 | 300 | 76.4 | 73.8 | 81.6 |
2 | 400 | 78.2 | 72.5 | 82.5 |
3 | 500 | 81.6 | 77.6 | 84.3 |
4 | 600 | 82.1 | 79.3 | 86.1 |
5 | 700 | 81.6 | 80.4 | 88.5 |
6 | 800 | 82.1 | 81.5 | 86.2 |
7 | 900 | 83.4 | 82.9 | 89.4 |
8 | 1000 | 84.5 | 83.2 | 91.6 |
Average value | 81.24 | 78.9 | 86.28 |