@@ -17,7 +17,7 @@ This repository deals with the result review of the machine learning based pipel
Can be found [here](https://git.ligo.org/srashti.goyal/lensid/-/wikis/Result-Review-Final-Statement)
## Reviewer: Jean-Rene Cudell
### Reviewer: Jean-Rene Cudell
Final Sign-off: :heavy_check_mark:
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@@ -61,6 +61,7 @@ In progress: [page](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/wikis/O3-r
| [PO and ML plot](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/O3_ML_gwtc3/results_3dec_kaggle_re_pesky_18022022/ML_BLU_scatter_hist_FPPs.pdf) | ML and PO False positive probabilities for all the O3 pairs. Threshold of FPP = 0.01 signifies the pairs considered for joint-pe analysis. | OK-JRC-------- | a0c855f18e7435d977f1fed5a2e806368fde15d8 | --------- | :heavy_check_mark:|
## Additional: Targeted Sub-threshold Search
| Script/Notebook | Short description | Status | git hash | Comment | final sign-off |
| [sub_data_download_prep.ipynb](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/subthreshold/sub_data_download_prep.ipynb) | Subthreshold candidates data downloading and preparing Qtransforms and input sky features for ML analysis | JRC: OK | ---------- | --------- | ---------------- |
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@@ -170,5 +171,13 @@ In progress: [page](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/wikis/O3-r
* [x] Update code review page with relevant git hashes and all the scripts/configs.
* [x] Visually inspect the pairs which are missed or preferred by ML, and try to identify the reason(s).
* [x] Check if the background is needed to be updated.
* [ ] Make note of all possible improvements for O4 .
* [x] Make the plot that will go into the paper, with the latest ML and PO results.
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* [x] Make the plot that will go into the paper, with the latest ML and PO results.
## 14 April 2022
* We finalised the result review.
### Action items:
* [ ] Email co-chairs, and put the final results in the paper.
* [ ] Make note of all possible improvements for O4 .
