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Table 1 PE prediction: two-class problem. Accuracy estimates with 95% confidence intervals and SOV. A * in the first three columns of a row indicates whether the results are obtained augmenting the network input with secondary structure predicted by Porter (P), hydrophobicity profile using the interactivity scale of [20] (H) and using second stage filtering network (F).

From: A two-stage approach for improved prediction of residue contact maps

P H F Q 2 Q 0 Q 1 SOV
- - - 72.0 ± .6 73.1 ± .6 70.8 ± .6 44.4
- - * 72.1 ± .6 73.4 ± .6 70.7 ± .6 46.0
* - - 72.3 ± .6 73.1 ± .6 71.4 ± .6 47.6
* - * 72.3 ± .6 72.8 ± .6 71.9 ± .6 49.6
* * - 72.5 ± .6 74.0 ± .6 71.0 ± .6 47.2
* * * 72.6 ± .6 73.8 ± .6 71.2 ± .6 49.8
baseline 56.8 ± .5 58.4 ± .5 55.1 ± .5 -