dirty_cat.datasets.make_deduplication_data(examples, entries_per_example, prob_mistake_per_letter, random_state=None)[source]

Duplicates examples with spelling mistakes.

Characters are misspelled with probability prob_mistake_per_letter.

exampleslist of str

Examples to duplicate

entries_per_examplelist of int

Number of duplications per example

prob_mistake_per_letterfloat in [0, 1]

Probability of misspelling a character in duplications

random_stateint, RandomState instance, optional

Determines random number generation for dataset noise. Pass an int for reproducible output across multiple function calls.

list of str

List of duplicated examples with spelling mistakes

Examples using dirty_cat.datasets.make_deduplication_data