A frequent set satisfies the condition that the number of transactions containing that set is higher than the support threshold.
Of the 102 comments, the most frequent set of responses were about the collaborative process (34%), particularly interdisciplinarity and working with diverse people and institutions.
To learn action models, ARMS gathers knowledge on the statistical distribution of frequent sets of actions in the example plans.
It finds frequent sets of items (i.e., combinations of items that are purchased together in at least N transactions in the database), and from the frequent items sets such as {X, Y}, generates association rules of the form: X → Y and/or Y → X.
However, compared to the GGGGCC repeat, which has an optimal organization to maximize base pairing, the CCCCGG repeat has fewer base pairs and more frequent sets of four unpaired C nucleotides within the stem, and thus relies more on base stacking effects.
For 2nd iteration, the approximate cost of reduced and conventional approach is calculated using the size of the frequent set in the first phase and dataset size.
A system of frequent sets is a collection of such pairs.
A gene set is (c 1, c 2 ) - frequent iff its support supp is larger than c 1 and the cardinality above c 2. When c 1 and c 2 are not in focus, we will simply speak of a frequent gene set.
This algorithm works well in the classical association rule mining setting where the data set is typically sparse, the support threshold is set sufficiently high to ensure that there are only a manageable number of frequent sets, and the goal is to mine all of the frequent sets in order to discover interesting association rules.
The development of malignancy is a frequent occurrence in the setting of WAS.
Compact frequent patterns keep exact or approximate supports of a complete set of frequent patterns, and the number of them is often orders of magnitude smaller.
