Config e2c2148a178c

Parameter	Value
Benchmark hash	e2c2148a178c
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	744
Sliding window prediction	168
Sliding window step	168
Set shared size	744
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	0.179	0.93	-0.5	1.8
https://arxiv.org/abs/2503.17410	GRU_FCN	0.214	0.92	-3.97	4.2
https://arxiv.org/abs/2503.17410	INCEPTIONTIME	0.593	0.88	-9.17	2.5
https://arxiv.org/abs/2503.17410	LSTM	0.179	0.93	-0.34	1.5
https://arxiv.org/abs/2503.17410	LSTM_FCN	0.189	0.93	-1.52	3.2
https://arxiv.org/abs/2503.17410	MEAN	1.014	2.86	-0.09	0.9
https://arxiv.org/abs/2503.17410	RCLSTM	0.234	1.08	-2.77	3.8
https://arxiv.org/abs/2503.17410	RESNET	0.182	0.93	-0.52	1.9