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Table 1 Quantity changes with or without resample methods for the training set

From: Quality control of imbalanced mass spectra from isotopic labeling experiments

 

Positive Number

Negative Number

Total Number (for training)

Original Data

1585

529

2114

After Split (75%)

1367

218

1585

SMOTE

1367

1367

2734

  1. The bold ones are the ones changed by the resample methods
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BMC Bioinformatics

ISSN: 1471-2105

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