toad.scorecard module¶
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class
toad.scorecard.
ScoreCard
(pdo=60, rate=2, base_odds=35, base_score=750, card=None, combiner={}, transer=None, **kwargs)[source]¶ Bases:
sklearn.base.BaseEstimator
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coef_
¶ coef of LR model
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generate_card
(card=None)[source]¶ Parameters: card (dict|str|IOBase) – dict of card or io to read json
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predict
(X, **kwargs)[source]¶ predict score :param X: X to predict :type X: 2D array-like :param return_sub: if need to return sub score, default False :type return_sub: bool
Returns: predicted score DataFrame: sub score for each feature Return type: array-like
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