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Table 3 Prediction error of the kinetic model and the Bayesian intensity model.

From: A machine learning approach to explore the spectra intensity pattern of peptides using tandem mass spectrometry data

 

Number of spectra with higher accuracy

Mean error

SD error

Kinetic model

710

0.4294

0.1769

Bayesian intensity model

897

0.4094

0.1650

  1. The intensity patterns of 1607 test data are predicted with Zhang's kinetic model and our Bayesian intensity model. The accuracy of predictions and mean/SD of prediction errors are listed in the table.
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BMC Bioinformatics

ISSN: 1471-2105

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