GPT-FT replaces the LSTM encoder-decoder of MOAT with a small decoder-only GPT that both reconstructs transformation sequences and predicts their performance, enabling faster gradient-based feature search.
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GPT-FT: An Efficient Automated Feature Transformation Using GPT for Sequence Reconstruction and Performance Enhancement
GPT-FT replaces the LSTM encoder-decoder of MOAT with a small decoder-only GPT that both reconstructs transformation sequences and predicts their performance, enabling faster gradient-based feature search.