The following column format is used in the respective stats.txt files generated for all programs: Column 1: sequence pair identifier Column 2: null_model message length Column 3: alignment_model message length (best alignment hypothesis) Column 4: compression (null_model - alignment_model message lengths. Positive: Accept; Negative: Reject) Column 5: I(A) -- Alignment Complexity Column 6: I(|A) -- Fidelity of sequence pair given the alignment relationship Column 7: optimized sequence-distance parameter n Column 8: |S| -- length of S Column 9: |T| -- length of T Column 10: |A| -- length of A Column 11: nMatches in A Column 12: nIdentical amino acid pairs in A Column 13: %-identity of A For MML based runs, the subsequent columns after '|' symbol indicate: Column 14: I_marginal() -- negative log marginal probability Column 15: compression (null_model - I_marginal) Column 16: optimized sequence-distance parameter n -- over marginal probability inference