Research Article
Identifying Big Five Personality Traits through Controller Area Network Bus Data
Table 3
The performance of the regression models.
| ā | LR | SVR | GPR | | | | | | | | | |
| Openness | 2.87 | 0.69 | 0.87 | 2.47 | 0.74 | 0.88 | 2.78 | 0.71 | 0.87 | Conscientiousness | 3.07 | 0.53 | 0.76 | 2.94 | 0.54 | 0.79 | 2.93 | 0.55 | 0.77 | Extraversion | 3.95 | 0.11 | 0.66 | 3.33 | 0.45 | 0.75 | 3.96 | 0.13 | 0.65 | Agreeableness | 5.16 | ā0.32 | 0.57 | 3.48 | 0.38 | 0.73 | 4.31 | 0.02 | 0.58 | Neuroticism | 4.23 | 0.19 | 0.57 | 4.12 | 0.19 | 0.56 | 4.26 | 0.20 | 0.56 |
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