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Table 5 Results for models trained with mouse data

From: A Support Vector Machine based method to distinguish long non-coding RNAs from protein coding transcripts

Test data set

 

Model

GRCm38

Radial using GRCm38 and first ORF

  Sensitivity

9 8 . 7 0 %

  Specificity

96.96%

  Accuracy

9 7 . 8 3 %

Radial using GRCm38 and longest ORF

  Sensitivity

97.49%

  Specificity

9 7 . 0 3 %

  Accuracy

97.26%

Quadratic using GRCm38 and first ORF

  Sensitivity

98.38%

  Specificity

95.80%

  Accuracy

97.09%

Quadratic using GRCm38 and longest ORF

  Sensitivity

96.51%

  Specificity

96.99%

  Accuracy

96.75%

  1. Results in bold are the best ones for each test data set