Also known as: In set Condition
Условие принадлежности множеству — условие дерева решений, проверяющее, принадлежит ли значение признака заданному набору значений. Оно может служить компактной альтернативой проверке множества one-hot encoded категорий по отдельности и делать некоторые деревья решений более эффективными.
In a decision tree, a condition that tests for the presence of one item in a set of items. For example, the following is an in-set condition: house-style in [tudor, colonial, cape] During inference, if the value of the house-style feature is or or , then this condition evaluates to Yes. If the value of the house-style feature is something else (for example, ), then this condition evaluates to No. In-set conditions usually lead to more efficient decision trees than conditions that test one-hot encoded features.