# Exact Gaussian Process Regression on kegg undir (80 20 train test)

Source: [Exact Gaussian Process Regression on kegg undir (80 20 train test)](<https://www.sota2.com/research/sota/exact-gaussian-process-regression-on-kegg-undir-80-20-train-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:20:56.291Z

Evaluation of models performing Exact Gaussian Process Regression on the 80/20 train/test split of the kegg undir dataset, reporting metrics such as RMSE, Final training loss, and Runtime.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Exact Gaussian Process Regression |
| Dataset (including any stated split) | kegg undir (80 20 train test) |
| Metric | RMSE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 0 of 0 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [RMSE](<https://www.sota2.com/research/sota/exact-gaussian-process-regression-on-kegg-undir-80-20-train-test.md?metric=RMSE>): Lower is better; unit: SCALAR.

- [Final Training Loss](<https://www.sota2.com/research/sota/exact-gaussian-process-regression-on-kegg-undir-80-20-train-test.md?metric=Final%20Training%20Loss>): Lower is better; unit: SCALAR.

- [Runtime (s/epoch)](<https://www.sota2.com/research/sota/exact-gaussian-process-regression-on-kegg-undir-80-20-train-test.md?metric=Runtime%20(s%2Fepoch)>): Lower is better; unit: TIME.

## Recorded results

| Method | RMSE | Result date | Report paper |
| --- | --- | --- | --- |

Page 1 of 1. This is an index page, not the full collection.
