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Table 2 Results on lincRNA Donor Data

From: A deep learning method for lincRNA detection using auto-encoder algorithm

a I II III IV V
TP 7.7 9.0 8.5 11.2 0.0
FP 2.1 2.7 2.8 4.5 0.0
FN 6.7 5.4 5.9 3.2 14.4
TN 83.5 82.9 82.8 81.1 85.6
b I II III IV V
Sn 53.2 62.5 58.8 78.1 0.0
Sp 97.6 96.9 96.7 94.8 100.0*
Acc 91.2 91.9 91.2 92.4 85.6
Mcc 60.1 64.9 61.5 70.2
Ppv 78.6 77.1 75.0 71.5
Pc 46.5 52.7 49.1 59.5 0.0
F1 63.5 69.0 65.9 74.6 0.0
  1. I: DAX, II: EIIP, III: Complimentary, IV: Enthalpy, V: Galois
  2. Panel a: the measurement of methods
  3. Panel b: the evaluation of methods
  4. *: Not eligible for comparison due to training failure
  5. –: Invalid value