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predictive-analytics
Latest stories covering predictive-analytics, with summaries and links to related coverage.
2 stories · 2 reports · page 1 of 1
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Why Large Language Models Fail at Tabular Prediction
research
2 min read
Large language models (LLMs) struggle with predictive analytics over tabular data, which is a common machine learning workload. This limitation has led to the emergence of tabular foundation models aimed at addressing this gap.
TabFM: A zero-shot foundation model for tabular data
research
4 min read
TabFM is a new foundation model designed for tabular data, simplifying classification and regression workflows. It utilizes a "zero-shot" logic approach, similar to that of TimesFM, to enhance the handling of enterprise data infrastructure.