51Eri with snr snr_0.0_2.0 method logistic pixel used no report

1) Learning on fake data

Learning data
Dataset name	#	%
Stamps	20935	100
Learning stamps	16104 / 20935	76.92
Empty stamps	15865 / 16104	98.52
Companion stamps	239 / 16104	1.48
Test stamps	4831 / 20935	23.08
Empty stamps	4759 / 4831	98.51
Companion stamps	72 / 4831	1.49
Result
False positive (wrong detection)	0 / 4759	0.0
False negative (missed detection)	5 / 72	6.94
Total error	5 / 4831	0.1

Stamps SNR distribution

Errors distribution

ROC and PR curves

Feature name	Coef. reg. log.
MeanSnr	0.93
CenMaxSnr	3.06
CenMaxSnrH3	0.82
MeanGra	0.92
MaxGra	1.65
StdevGra	1.24
MaxMin	0.17
DistStar	-2.49
AiryFig	3.41
AiryFigH3	0.07
IndicSpec	-0.59
MeanNoise	0.11
StdevNoise	-0.55
MeanSpec	1.08

Stamp generation images

False positive
Star name	Name	Center SNR max	Coordinate	Dist. star	Prediction	Image L1	Image L2	Details

False negative
Star name	Name	Center SNR max	Coordinate	Dist. star	Prediction	Image L1	Image L2	Details
randomize_51Eri_1Mjup	Stamp121978@@654-876_D2_L00_653_874	3.21	(653, 874)	166.0	0.17			details
randomize_51Eri_1Mjup	Stamp121980@@844-837_D2_L00_842_836	2.7	(842, 836)	163.0	0.04			details
randomize_51Eri_1Mjup	Stamp121992@@921-783_D1_L00_920_782	3.81	(920, 782)	204.0	0.31			details
randomize_51Eri_2Mjup	Stamp122018@@676-727_D2_L00_676_725	2.34	(676, 725)	48.0	0.09			details
randomize_51Eri_3Mjup	Stamp122070@@739-732_D1_L00_739_731	3.05	(739, 731)	17.0	0.48			details

2) Usage of the classifier on 51Eri

Download region file

Usage data
Dataset name	#	%
Usage stamps	3147	100
Stamps with known object	0 / 3147	0.0
Stamps unknown	3147 / 3147	100.0
Result
Candidates	8 / 3147	0.25
Clusters candidates	1	-

Stamps SNR distribution

Image result 51Eri

Clusters candidates
Star name	Name	Center SNR max	Coordinate	Dist. star	Prediction	Image L1	Image L2	Details
Cluster 1 - 8 stamps (No inj.) details
51Eri	Stamp1465_D-1_L00_713_687	3.66	(713, 687)	39.0	0.88			details