Key Findings
Results that define how this survey should be used in the paper set.
- 01Historical, unreconciled pipeline output — 500 anomalies from 50K sources (1% top-cut)
- 02Historical, unreconciled pipeline output — Cross-validation stability 41% — training-sample-conditioned
- 03Historical, unreconciled pipeline output — 22 features including period, amplitude, Stetson J, chi-squared
- 04Historical, unreconciled pipeline output — Extreme variable stars, high proper motion objects
- 05Historical, unreconciled pipeline output — Exploratory tier only — dedicated Gaia-optimized detector needed
Pipeline
| Model | IsolationForest (100 trees, 22-dim variability features) |
| Wavelength | Optical astrometry + photometry |
| Cost | ~$1 |
| Runtime | ~3 min |
Top Anomalies
No top anomalies surfaced yet
This survey is still being processed or its top-N list has not been published.