(self, env, dataset, max_sample=5)
:param env: (dict) contains global settings such as verbose
        :param dataset: (Dataset) current dataset
        :param max_sample: (int) maximum # of domain values from a random sample
:param env: (dict) contains global settings such as verbose
        :param dataset: (Dataset) current dataset
        :param max_sample: (int) maximum # of domain values from a random sample
: param env : ( dict ) contains global settings such as verbose : param dataset : ( Dataset ) current dataset : param max_sample : ( int ) maximum # of domain values from a random sample
def __init__(self, env, dataset, max_sample=5):
        """
        :param env: (dict) contains global settings such as verbose
        :param dataset: (Dataset) current dataset
        :param max_sample: (int) maximum # of domain values from a random sample
        """
        self.env = env
        self.ds = dataset
        self.domain_thresh_1 = env["domain_thresh_1"]
        self.weak_label_thresh = env["weak_label_thresh"]
        self.domain_thresh_2 = env["domain_thresh_2"]
        self.max_domain = env["max_domain"]
        self.setup_complete = False
        self.active_attributes = None
        self.domain = None
        self.total = None
        self.correlations = None
        self._corr_attrs = {}
        self.cor_strength = env["cor_strength"]
        self.max_sample = max_sample
        self.single_stats = {}
        self.pair_stats = {}
        self.all_attrs = {}
def __init__ ( self , env , dataset , max_sample = 5 ) : self . env = env self . ds = dataset self . domain_thresh_1 = env [ "domain_thresh_1" ] self . weak_label_thresh = env [ "weak_label_thresh" ] self . domain_thresh_2 = env [ "domain_thresh_2" ] self . max_domain = env [ "max_domain" ] self . setup_complete = False self . active_attributes = None self . domain = None self . total = None self . correlations = None self . _corr_attrs = { } self . cor_strength = env [ "cor_strength" ] self . max_sample = max_sample self . single_stats = { } self . pair_stats = { } self . all_attrs = { }