rvacareanu
No user record in our sample, but rvacareanu has activity below (stories or comments). Likely we have partial data — the full bulk-load will fill profiles in.
No user record in our sample, but rvacareanu has activity below (stories or comments). Likely we have partial data — the full bulk-load will fill profiles in.
Initially I experimented with house prediction. But the models have probably seen this data, so I ended up experimenting with random functions. I tried with linear regression with irrelevant features (e.g., NI 1/2 -> 1…
If you're interested in exploring other metrics, the output of the models and code examples for how to read them are available at: https://github.com/robertvacareanu/llm4regression/tree/main/... For example, slightly…
Code is available at: https://github.com/robertvacareanu/llm4regression I also added google colab examples: A small example with GPT-4: https://colab.research.google.com/drive/1Bk9uBCBvzuX00Rex-t1... A small scale eval…
Interesting, thanks for sharing! I noticed when the LLMs were trying to explain the prediction they would sometimes erroneously generate that the relation is linear when it was not. This happened when I removed the…
The GitHub repo now contains (1) Links to Google Colab for examples + small-scale evaluation; (2) Jupyter Notebooks for small example + small-scale evaluation. Colab links: - GPT-4 Example:…
The GitHub repo now contains (1) Links to Google Colab for examples + small-scale evaluation; (2) Jupyter Notebooks for small example + small-scale evaluation; Colab links: - GPT-4 Example:…
The experiments were repeated with 100 random seeds.
Interesting, thanks for sharing! Will cite it in the next revision.
Chat examples with GPT-4: https://github.com/robertvacareanu/llm4regression/tree/main/... (the experiments used the API though) For example, for Friedman #1, GPT-4 predicts 12.89 while the true value is 11.69…