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Update Result Review O4a
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Jul 13, 2023
by
Srashti Goyal
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@@ -48,8 +48,25 @@ The review call happen on Wednesdays 1 PM CEST/ 4:30 PM IST virtual IFPA room: h
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@@ -48,8 +48,25 @@ The review call happen on Wednesdays 1 PM CEST/ 4:30 PM IST virtual IFPA room: h
## 13 July 2023
## 13 July 2023
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Discuss
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We discussed the plan and action items for finalising the machine for production run.
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PSD for training and testing.
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Population: astro (haris et al 1400+1400) , astro (O4) v/s uniform (8000+8000) v/s ensembling
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training set size, Overfitting and optimization, variance.
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Subthreshold: ROCs, single det > 4
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Detectors H L and H L V ?
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Generate Background (later)
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Noise: Gaussian v/s real (O4b)
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We discussed the Data Preparation steps for O4a real events
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Event list (CBCFlow)
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Downloading to frame files, skymaps
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Config for running ML
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Fixing the Passing criteria (top 1 %)
### Action items:
### Action items:
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[ ]
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[ ] O4 pop + uniform train and test and vary the training set size
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[ ] Plot ROCs varying the SNRs.
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