[source] # K-Skip-N-Gram K-skip-n-grams are a technique similar to n-grams, whereby n-grams are formed but in addition to allowing adjacent sequences of words, the next *k* words will be skipped forming n-grams of the new forward looking sequences. The tokenizer outputs tokens ranging from *min* to *max* number of words per token. ## Parameters | # | Name | Default | Type | Description | |---|---|---|---|---| | 1 | min | 2 | int | The minimum number of words in a single token. | | 2 | max | 2 | int | The maximum number of words in a single token. | | 3 | skip | 2 | int | The number of words to skip over to form new sequences. | ## Example ```php use Rubix\ML\Tokenizers\KSkipNGram; $tokenizer = new KSkipNGram(2, 3, 2); ```