Regression on DrugLib review dataset 3.5K seller (train)
9MSEDAVED (single step)
Evaluation results
| Method | Links | |
|---|---|---|
| DAVED (single step)Seller training data=3.5K, Feature embedding=GPT-2, Budget range=1 to 100 (intervals of 5), Step type=single-step2024.03 | 9 | |
| DAVED (multi-step)Seller training data=3.5K, Feature embedding=GPT-2, Budget range=1 to 100 (intervals of 5), Step type=multi-step2024.03 | 9.2 | |
| Data OOBSeller training data=3.5K, Feature embedding=GPT-2, Budget range=1 to 100 (intervals of 5)2024.03 | 10 | |
| DVRLSeller training data=3.5K, Feature embedding=GPT-2, Budget range=1 to 100 (intervals of 5)2024.03 | 12.6 | |
| InfluenceSeller training data=3.5K, Feature embedding=GPT-2, Budget range=1 to 100 (intervals of 5)2024.03 | 12.8 | |
| LAVASeller training data=3.5K, Feature embedding=GPT-2, Budget range=1 to 100 (intervals of 5)2024.03 | 17.4 | |
| KNN ShapleySeller training data=3.5K, Feature embedding=GPT-2, Budget range=1 to 100 (intervals of 5)2024.03 | 19 | |
| Random baselineSeller training data=3.5K, Feature embedding=GPT-2, Budget range=1 to 100 (intervals of 5)2024.03 | 21.4 |