Table 3. Top-3 Metrics on Condition Prediction with the Model Architecture of Gao et al.:11 Frequency Informed Guess Accuracy//Model Prediction Accuracy//AIB %.
data sets | labeling | labeling | reaction string | reaction string |
---|---|---|---|---|
rare → “other” | rare → delete rxn | rare → “other” | rare → delete rxn | |
solvents | 57//70//31% | 58//71//31% | 36//51//24% | 35//50//23% |
agents | 91//94//26% | 92//94//23% | 46//56//20% | 49//59//18% |
S + A | 52//67//32% | 52//68//33% | 20//35//19% | 20//36//19% |