ImbLLM: Large Language Models for Tabular Imbalanced Classification

Paper: https://arxiv.org/abs/2510.09783

Framework

Usage

Run ImbLLM method:

python -W ignore classify.py --dataset fuel --trainsize 1.0 --testsize 0.2 --g_encode original --c_encode ordinal --imbalance imb_llm --ratio 0.2 --runs 3

Run baselines:

run_classification.bat