test

Complexity

Total Complexity

3

Size/Duplication

Total Lines	36
Duplicated Lines	0 %

Importance

Changes

0

3 Methods

Rating	Name	Duplication	Size	Complexity
A	MyPipeline.transform()	0	5	1
A	OptPipe.set_params()	0	3	1
A	OptPipe.__init__()	0	4	1

finetuned_opt = OptPipe([("first", FooOpt())("second", BarOpt(params))], more_params)

The variable params does not seem to be defined.

The variable BarOpt does not seem to be defined.

The variable more_params does not seem to be defined.

The variable OptPipe does not seem to be defined.

The variable FooOpt does not seem to be defined.

column_transformer = BetterColumnTransformer(

The variable BetterColumnTransformer does not seem to be defined.

    [
        {"name": "num", "transformer": StandardScaler(), "columns": ["age", "income"]},

The variable StandardScaler does not seem to be defined.

        {"name": "cat", "transformer": OneHotEncoder(), "columns": ["gender", "city"]},

The variable OneHotEncoder does not seem to be defined.

    ]
)


class MyPipeline(Pipeline):

The variable Pipeline does not seem to be defined.

    def transform(self, data):
        numeric = self.columns(["age", "income"]).apply(StandardScaler())

The variable StandardScaler does not seem to be defined.

        categorical = self.columns(["gender", "city"]).apply(OneHotEncoder())

The variable OneHotEncoder does not seem to be defined.

        combined = self.concat(numeric, categorical)
        return combined.then(SVC())

The variable SVC does not seem to be defined.

finetuned_opt = OptPipe(more_params)
finetuned_opt.add_step(RandomOpt(), fraction=0.3)

The variable RandomOpt does not seem to be defined.

finetuned_opt.add_step(fraction=0.4)
finetuned_opt.add_step(fraction=0.3)

finetuned_opt


class OptPipe:
    def __init__(self, a, b, c):
        self.a = a
        self.b = b
        self.c = c

    def set_params(self):
        # einzige Möglichkeit um a b c zu ändern
        pass