Seeding gradient boosted trees with scaled transformer scores (LLM-Boost and PFN-Boost) improves average tabular classification performance over either component alone for most tested sample sizes.
Llama 3 model card, 2024
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes
Seeding gradient boosted trees with scaled transformer scores (LLM-Boost and PFN-Boost) improves average tabular classification performance over either component alone for most tested sample sizes.