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. 2020 Oct 9;15(10):e0240179. doi: 10.1371/journal.pone.0240179

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.