Table 6 Log-likelihoods of alignments, and log-posteriors of alignment annotations, for training and testing datasets using the original Pfold program. Comparison with Table 5 shows that EM training increases all probabilities, as desired.
From: XRate: a fast prototyping, training and annotation tool for phylo-grammars
Dataset | log2 P(D, A|θ) | log2 P(D|θ) | log2 P(A|D, θ) |
|---|---|---|---|
Training set | -487422.5964 | -464828.9148 | -22593.6816 |
Test set | -370490.5284 | -348550.7516 | -21939.7768 |