Config 63882fe052f8

Parameter	Value
Benchmark hash	63882fe052f8
Original paper	https://doi.org/10.48550/arXiv.2503.17410
Dataset	CESNET-TimeSeries24
Aggregation	AGG_1_HOUR
Source	INSTITUTIONS
Train size	0.35
Val size	0.05
Test size	0.6
Uni/Multi variate	Univariate
Metrics	n_bytes
Default value	0
Filler	None
Scaler	MinMaxScaler
Sliding window train	168
Sliding window prediction	1
Sliding window step	1
Set shared size	168
Train TS IDs	1
Test TS IDs	0

Related work	Model	Average RMSE	Std RMSE	Average R2-score	Std R2-score
https://arxiv.org/abs/2503.17410	GRU	0.105	0.53	0.03	0.9
https://arxiv.org/abs/2503.17410	GRU_FCN	0.104	0.55	0.17	0.7
https://arxiv.org/abs/2503.17410	INCEPTIONTIME	0.124	0.55	-1.08	2.5
https://arxiv.org/abs/2503.17410	LSTM	0.106	0.54	0.1	0.7
https://arxiv.org/abs/2503.17410	LSTM_FCN	0.103	0.54	0.14	0.9
https://arxiv.org/abs/2503.17410	MEAN	0.149	0.75	0.04	0.1
https://arxiv.org/abs/2503.17410	RCLSTM	0.14	0.8	0.2	0.9
https://arxiv.org/abs/2503.17410	RESNET	0.127	0.55	-0.63	2.2