# Divorce Prediction on Divorce Prediction dataset

Source: [Divorce Prediction on Divorce Prediction dataset](<https://www.sota2.com/research/sota/divorce-prediction-on-divorce-prediction-dataset>)

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

Data updated: 2026-02-26T05:43:37.256Z

Evaluation of model performance on predicting divorce likelihood using the Divorce Prediction dataset, measured by F1 Score and AUC.

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 | Divorce Prediction |
| Dataset (including any stated split) | Divorce Prediction dataset |
| Metric | F1 Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [F1 Score](<https://www.sota2.com/research/sota/divorce-prediction-on-divorce-prediction-dataset.md?metric=F1%20Score>): Higher is better; unit: SCALAR.

- [AUC](<https://www.sota2.com/research/sota/divorce-prediction-on-divorce-prediction-dataset.md?metric=AUC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| Logistic Regression | 0.95 | Not recorded | 6940e790456146936284f72c |
| LLM Love Observer | 0.9 | Not recorded | 6940e790456146936284f72c |

### Logistic Regression

F1 Score: 0.95. Result ID: 69989c915698665ec4fee629.

[Reporting paper](<https://www.sota2.com/research/paper/6940e790456146936284f72c.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LLM Love Observer

F1 Score: 0.9. Result ID: 69989c915698665ec4fee62a.

[Reporting paper](<https://www.sota2.com/research/paper/6940e790456146936284f72c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6940e790456146936284f72c.md>)

Recorded evaluation configuration: {"ICL examples":"10","personalized tuning":"none"}. This record does not assert independent reproduction.

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