Restaurant Rating Prediction on Restaurant Rating Dataset
0.587Service ScoreModel 1
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model 1Fixed Effects=None2026.02 | 0.587 | 1.315 | -0.379 | 0.626 | 0.142 | 0.173 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Model 2Fixed Effects=State2026.02 | 0.464 | 1.438 | -0.374 | 0.637 | 0.106 | 0.079 | 0.028 | 0.036 | -0.044 | 0.051 | 0.032 | 0.347 | 0.047 | 0.042 | 0.058 | 0.023 | 0.032 | 0.28 | 0.58 | 0.086 | 0.053 | 0.051 | 0.025 | -0.634 | — | — | — | — | — | — | — | — | — | — | |
| Model 4Fixed Effects=State and Cuisine2026.02 | 0.45 | 1.465 | -0.336 | 0.594 | 0.065 | 0.059 | 0.05 | 0.057 | -0.051 | 0.065 | 0.05 | 0.306 | 0.067 | 0.068 | 0.079 | 0.04 | 0.051 | 0.336 | 0.659 | 0.09 | 0.072 | 0.062 | 0.052 | -0.629 | 0.067 | 0.203 | 0.05 | 0.119 | 0.098 | 0.011 | 0.014 | 0.07 | 0.036 | 0.139 | |
| Model 3Fixed Effects=Cuisine2026.02 | 0.449 | 1.466 | -0.341 | 0.588 | 0.075 | 0.056 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.062 | 0.203 | 0.047 | 0.12 | 0.095 | 0.008 | 0.015 | 0.069 | 0.034 | 0.129 |