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Table 1 Performance of SVR models for overall test set and at three levels of SCOP hierarchy. Pearson stands for Pearson correlation coefficient. MAE, NMAE, and RMSE are types of error

From: Predicting and improving the protein sequence alignment quality by support vector regression

 

All

Family

Superfamily

Fold

Pearson

0.9453

0.9185

0.8318

0.6106

MAE

0.0775

0.0630

0.0773

0.0848

NMAE

1.8771

0.3112

1.8344

2.6738

RMSE

0.0969

0.0936

0.0962

0.0988

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BMC Bioinformatics

ISSN: 1471-2105

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