The training dataset had 1,092,122 conversations (1,049,242 benign and 42,880 malicious), and the test split contained 558,348 conversations (540,566 benign and 22,042 malicious).
If the split contained taxon i then digit x i in the corresponding pattern was set to "1," otherwise it was "0".
Micro-faunal remains were picked from residue splits containing at least 300 specimens, if present within the sample, and were taxonomically identified using a low-power binocular microscope.
For example, choosing a metric of reproducibility that uses the intersection of splits containing differing set sizes (i.e. Fisher transformed correlation coefficient), or a measure of accuracy that assigns a binary classification to tertiary distance (i.e. CASP prediction criteria) are alternative definitions and can thus be investigated in our pipeline framework.
The training as well as test splits contain more than 90% benign data.
Also, since both splits contain an equal numbers of samples, sample size 'bias' is absent.
On the other hand, the class of circular collection of splits contains the class of the collection of splits corresponding to a tree.
The column H gives the number of hybridization events, and the column S gives the number of unique non-trivial splits contained in the principal trees.
Comparison of networks obtained from different protein similarity thresholds shows that ancient genome splits contain more information about divergence of the major taxa than recent ones (fig. 4).
Splits of protein families in the lower thresholds, for example, the T25 → T30 splits and T35 → T40 splits, contain enough information to recover the divergence of the major prokaryotic groups, so that most of them are "monophyletic" in the sense of there being a split in the data that unites them to the exclusion of all other taxa irrespective of conflicting splits using figure 5.
