update selective forecasting tests

[ourownstory]

adds more diversity to tests

[codecov-commenter]

Codecov Report

Merging #1312 (e756184) into main (209129e) will increase coverage by 0.01%.
The diff coverage is n/a.

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@@            Coverage Diff             @@
##             main    #1312      +/-   ##
==========================================
+ Coverage   89.84%   89.86%   +0.01%     
==========================================
  Files          38       38              
  Lines        5149     5149              
==========================================
+ Hits         4626     4627       +1     
+ Misses        523      522       -1     

see 1 file with indirect coverage changes

[LeonieFreisinger]

LGTM :)

[github-actions]

Model Benchmark

Benchmark	Metric	main	current	diff
AirPassengers	MAE_val	13.0626	13.0626	0.0%	✅
AirPassengers	RMSE_val	15.9452	15.9453	0.0%	✅
AirPassengers	Loss_val	0.00131	0.00131	0.0%	✅
AirPassengers	MAE	9.88156	9.88156	0.0%	✅
AirPassengers	RMSE	11.7354	11.7354	0.0%	✅
AirPassengers	Loss	0.00052	0.00052	0.0%	✅
AirPassengers	time	6.7934	5.33	-21.54%	🎉
PeytonManning	MAE_val	0.58159	0.58159	-0.0%	✅
PeytonManning	RMSE_val	0.72216	0.72216	0.0%	✅
PeytonManning	Loss_val	0.01239	0.01239	-0.0%	✅
PeytonManning	MAE	0.41671	0.41671	-0.0%	✅
PeytonManning	RMSE	0.55961	0.55961	0.0%	✅
PeytonManning	Loss	0.00612	0.00612	0.0%	✅
PeytonManning	time	16.2304	12.95	-20.21%	🎉
YosemiteTemps	MAE_val	1.3442	1.3442	0.0%	✅
YosemiteTemps	RMSE_val	2.00245	2.00245	0.0%	✅
YosemiteTemps	Loss_val	0.00077	0.00077	0.0%	✅
YosemiteTemps	MAE	1.3192	1.3192	0.0%	✅
YosemiteTemps	RMSE	2.13518	2.13518	-0.0%	✅
YosemiteTemps	Loss	0.00064	0.00064	0.0%	✅
YosemiteTemps	time	75.7593	68.41	-9.7%	🎉

Model training plots

Model Training

PeytonManning

YosemiteTemps

AirPassengers