pysmile.learning.TAN

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pysmile.learning.TAN

get_class_variable_id(self: pysmile.learning.TAN) -> str

Gets class variable ID

get_max_search_time(self: pysmile.learning.TAN) -> int

Gets maximum time allowed for TAN search

get_rand_seed(self: pysmile.learning.TAN) -> int

Gets random seed for TAN structure learning

learn(self: pysmile.learning.TAN, data: pysmile.learning.DataSet) -> pysmile.Network

Learns a Tree Augmented Naive Bayes (TAN) model

set_class_variable_id(self: pysmile.learning.TAN, id: str) -> None

Sets class variable ID

set_max_search_time(self: pysmile.learning.TAN, search_time: int) -> None

Sets maximum time allowed for TAN search

set_rand_seed(self: pysmile.learning.TAN, seed: int) -> None

Sets random seed for TAN structure learning