@@ -69,5 +69,17 @@ The review call happen on Wednesdays 1 PM CEST/ 4:30 PM IST virtual IFPA room: h
### Action items:
- [ ] O4 pop + uniform train and test and vary the training set size
- [x] O4 pop + uniform train and test and vary the training set size
## 1 August 2023
* We discussed the three populations used for training and testing ML QTs: uniform, old astrophysical haris et al, O4 astrophysical pop.
* The uniform pop-trained machine or a combination of O4 astro + uniform pop-trained machine, as they seem more robust towards population model assumptions.
* We also discussed the possibility of methods paper and having real noise MDC for the ongoing efforts.
* We also discussed the data preparation for O4, using the CBCflow and which skymaps to use.
- [ ] Plot ROCs varying the SNRs.
- [ ] Gather and organise the results.
- [ ] Write data download and preparation scripts.
