Supporting overlapping instances would need a modification of function ({ matches}) so as to select a single instance if there exist overlapping matching instances.
It can be seen that PRW and NB are less sensitive to q than RASCAL, which is to be expected since RASCAL is in effect a subsample matching algorithm and if the subsample becomes too long then no matching instances will be found in the training set for either class.
CMAP allows individually matched instances consolidated by CMAP chemical name and cell line.
Consider a specific n-mer word W (e.g. W = 'ATGCAAAT'), which has T(W) = 200 matches (instances) in the set of test sequences and C W) = 50 matches in the set of control sequences.
If there is no matching instance for (pi ) or no reduction of (S,P) is possible, then (pi ) reduces to itself.
All four dimensions are partially expanded into independent hierarchies where each concept has at least one matching instance in NeuroMorpho.Org.
The process of simplification of a constraint set, also called context reduction, consists of reducing each constraint (pi ) in this set to the context obtained by recursively reducing the context (P) of the matching instance for (pi ) in (Theta ), if such matching exists, until (P=emptyset ) or there exists no instance in (Theta ) that matches with (pi ).
Throughout this section, let (X, Y, w) be a matching instance.
A matching instance is a triplet (X, Y, w), where X and Y are two sets, and w is a matching cost function for X and Y.
The All- Cavity- MCM problem [ 28] is, given a matching instance (X, Y, w), to compute MCM X, Y ∖ { y}, w) for all y ∈ Y.
