Table 4 ExAlt results on the initial training and testing set in percentages. All Exons Sens Spec ExAlt-Exon 82/-2 94/-1 ExAlt-Exon-ab initio 84/-3 86/+2 N-SCAN-Exon Union 82/0 82/-2 Augustus-Exon Union 81/0 81/+2 SNAP-Exon Union 81/0 77/0 SNAP+N-SCAN-Exon Union 83/0 72/0 Augustus+N-SCAN-Exon Union 83/0 75/-1 Aug.+SNAP+N-SCAN-Exon Union 84/0 68/+1 ExAlt-Frame 70/-2 87/-2 ExAlt-Frame-ab initio 72/-2 79/-3 ExAlt-Frame-Single 65/-1 91/-3 ExAlt-Default 65/0 78/-1 Ex Alt-Default -ab initio 65/0 66/-3 ExAlt-Default-Single 60/-1 84/-1 N-SCAN 56/-1 76/-2 Augustus 47/0 71/+2 SNAP 49/-1 67/0 Included next to each measurement is the difference in percentage points compared to performance in the held out set in Table 2 and Table 3. (Aug. = Augustus)