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. 2021 Jan 3;53(1):459–515. doi: 10.1007/s11063-020-10380-y

Table 7.

Average ranks of proposed RHN-TSVR with SVR, TSVR, ε-AHSVR, ε-SVQR and HN-TSVR on RMSE using Gaussian kernel on synthetic data sets with Laplacian noise

Datasets SVR TSVR ε-AHSVR ε-SVQR HN-TSVR RHN-TSVR
Function19 5 3 4 6 1.5 1.5
Function20 2 4 6 3 5 1
Function21 2 5 3 6 4 1
Function22 3 4 1 5 6 2
Function23 2 3 5 6 4 1
Function24 5 4 6 1 3 2
Average rank 3.1666667 3.8333333 4.1666667 4.5 3.9166667 1.4166667