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Table 6 Impact of training set size on prediction accuracy

From: Ensemble-based prediction of RNA secondary structures

Training set size

F-measure

CI

1000

0.7175

(0.7095, 0.7278)

500

0.7167

(0.7075, 0.7269)

200

0.7131 (0.7108, 0.7140)

(0.7041, 0.7236)

100

0.7061 (0.7050, 0.7127)

(0.6943, 0.7184)

  1. Mean F-measure on S-STRAND2, with 95% confidence intervals shown in the last column. For the bottom two rows, training set size was sampled 11 times uniformly at random, and the median (20-, 80-percentiles) of the prediction accuracies from these samples are reported, along with confidence intervals for the medians.
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BMC Bioinformatics

ISSN: 1471-2105

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