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Table 2 Prediction performance of LS-SVR models under a variation threshold of 15% in three peptide ion's datasets

From: Prediction of peptide drift time in ion mobility mass spectrometry from sequence-based features

 

Prediction accuracya

RMSE

R2

DataS

0.9811

(0.9736±0.081)

0.5202

0.9718

DataD

0.9379

(0.9340±0.061)

0.2602

0.9721

DataT

0.8312

(0.7883±0.025)

0.2637

0.8727

  1. a. The prediction accuracy for each dataset was shown as the format of A(B±C), where A denotes the prediction accuracy from the mean of predicted drift times, B the mean prediction accuracy of the ten repeat times, and C the standard deviation of the accuracy of the ten repeat times.
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BMC Bioinformatics

ISSN: 1471-2105

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