Research Article
[Retracted] Research on the College Students’ Venture Risk Assessment Model Based on the LightGBM Algorithm
Table 2
Secondary indicators of college students’ entrepreneurial risk evaluation under the entrepreneurial practice environment.
| Secondary index | Serial number | Contribution level | Confidence level | Support degree |
| Government funding | Q11 | 0.885 | 0.651 | 0.898 | Industry growth | Q12 | 0.997 | 0.317 | 0.895 | Ability environment | Q13 | 0.911 | 0.361 | 0.852 | Study, research, and development surroundings | Q14 | 0.609 | 0.501 | 0.448 | Economic support | Q15 | 0.263 | 0.303 | 0.383 | Transitional facilities | Q16 | 0.422 | 0.425 | 0.560 | Marketplace environment | Q17 | 0.844 | 0.961 | 0.141 | Innovation popularity | Q18 | 0.447 | 0.165 | 0.975 | Laws and regulations | Q19 | 0.602 | 0.601 | 0.681 | Educational theory | Q21 | 0.371 | 0.487 | 0.164 | Target system | Q22 | 0.065 | 0.032 | 0.519 | Curriculum system | Q23 | 0.964 | 0.109 | 0.524 | Practice system | Q24 | 0.014 | 0.406 | 0.778 | Teachers | Q25 | 0.783 | 0.923 | 0.581 | Entrepreneurship education support | Q26 | 0.899 | 0.021 | 0.329 | Campus cultural atmosphere | Q27 | 0.469 | 0.040 | 0.391 | Consistency of goals | Q31 | 0.878 | 0.271 | 0.352 | Values | Q32 | 0.958 | 0.741 | 0.936 | Trust or not? | Q33 | 0.439 | 0.620 | 0.188 | Benefit distribution mechanism | Q34 | 0.115 | 0.391 | 0.041 | Can the advantages complement each other? | Q35 | 0.289 | 0.651 | 0.194 | Innovation capacity | Q36 | 0.307 | 0.855 | 0.146 | Team experience | Q37 | 0.746 | 0.608 | 0.249 | Entrepreneurship motivation | Q41 | 0.704 | 0.879 | 0.131 | Entrepreneurial consciousness | Q42 | 0.825 | 0.184 | 0.756 | Entrepreneurial psychological quality | Q43 | 0.178 | 0.682 | 0.585 | Entrepreneurship knowledge | Q44 | 0.043 | 0.562 | 0.467 | Personality traits | Q45 | 0.267 | 0.314 | 0.457 | Entrepreneurial practice ability | Q46 | 0.658 | 0.892 | 0.961 | Risk resistance capacity | Q47 | 0.075 | 0.591 | 0.578 | Personal experience | Q48 | 0.776 | 0.538 | 0.395 |
|
|