Table 6. Models with the best performance.
Number of Plants | Price | % of LATD fixation on average among participants | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|---|---|
3mer-without-LATD | 3mer-without-LATD + Consumer attributes | 3mer-with-LATD | 3mer-with-LATD + Consumer attributes | |||
6 | Low | 38% | ■ ● | |||
6 | High | 40% | ■ ● | ■ ● | ■ ● | ■ ● |
12 | Low | 35% | ■ ● | |||
12 | High | 33% | ■ ● | |||
24 | Low | 31% | ■ ● | ● | ||
24 | High | 33% | ■ ● |
The square (■) represents the model with the best F1-macro score among 8 model settings (4 models * 2 machine learning method). The circle (●) represents the model with the best F1-micro score (is equivalent to overall accuracy in this classification task) among 8 model settings.