Systems and methods that enhance estimate(s) of features (e.g., word
associations), via employing a sampling component (e.g., sketches) that
facilitates computations of sample contingency tables, and designates
occurrences (or absence) of features in data (e.g., words in document
lists). The sampling component can further include a contingency table
generator and an estimation that employs a likelihood argument (e.g.,
partial likelihood, maximum likelihood, and the like) to estimate
features/word pair(s) associations in the contingency tables.