Config 394603854070

Parameter	Value
Benchmark hash	394603854070
Original paper	https://doi.org/10.48550/arXiv.2503.17410
Dataset	CESNET-TimeSeries24
Aggregation	AGG_1_HOUR
Source	IP_ADDRESSES_SAMPLE
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	24
Sliding window step	24
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	0.154	0.82	-0.31	1.5
https://arxiv.org/abs/2503.17410	GRU_FCN	0.154	0.82	-0.61	2.1
https://arxiv.org/abs/2503.17410	INCEPTIONTIME	0.573	0.77	-9.22	2.5
https://arxiv.org/abs/2503.17410	LSTM	0.154	0.82	-0.35	1.6
https://arxiv.org/abs/2503.17410	LSTM_FCN	0.158	0.82	-1.28	3.0
https://arxiv.org/abs/2503.17410	MEAN	1.011	2.86	0.01	0.1
https://arxiv.org/abs/2503.17410	RCLSTM	0.247	1.17	-0.99	2.6
https://arxiv.org/abs/2503.17410	RESNET	0.159	0.82	-0.92	2.6