Table 1 Error rate in different machine learnings.

From: Identification of useful genes from multiple microarrays for ulcerative colitis diagnosis based on machine learning methods

Machine-learning

Error rate (%)

SVM

0.16

RF

0.65

GBM

0.98

NN

0.17

  1. SVM, Support Vector Machine; RF, Random forest; GBM, Gradient boosting machine; NN, Neural network.
  2. Bold value indicates the lowest value.
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