@@ -166,7 +166,7 @@ def map_scalers(features):
class Log1pScaler(FunctionTransformer):
@staticmethod
def _inverse(x):
- return np.exp(x) + 1
+ return np.expm1(x)
def __init__(self):
super().__init__(func=np.log1p, inverse_func=Log1pScaler._inverse, validate=False)