Scientific Reports

Table 7 Results of the comparison of the hybrid systems using SVR and LSTM with single and literature models using Diebold–Mariano hypothesis test.

From: Hybrid systems using residual modeling for sea surface temperature forecasting

Dataset	Model	Perturbative		NoLiC
Dataset	Model	SVR	LSTM	SVR	LSTM
S1	ETS⁶⁰	+	+	+	+
	Single SVR	+	+	+	+
	Single LSTM	+	+	+	+
	NARX¹	+	+	+	+
	ConvLSTM^11,50	+	+	+	+
S2	ETS⁶⁰	+	+	+	+
	Single SVR	+	+	+	+
	Single LSTM	+	+	+	+
	NARX¹	+	+	−	+
	ConvLSTM^11,50	+	+	−	+
S3	ETS⁶⁰	+	+	+	+
	Single SVR	+	+	+	+
	Single LSTM	+	+	+	+
	NARX¹	+	+	+	+
	ConvLSTM^11,50	+	+	+	+

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