Pipeline(steps=[('preprocessor',
ColumnTransformer(transformers=[('num',
Pipeline(steps=[('imputer',
SimpleImputer(strategy='median')),
('scaler',
StandardScaler())]),
['age', 'fare']),
('cat',
OneHotEncoder(handle_unknown='ignore'),
['embarked', 'sex',
'pclass'])])),
('classifier', LogisticRegression())])Please rerun this cell to show the HTML repr
or trust the notebook.Pipeline(steps=[('preprocessor',
ColumnTransformer(transformers=[('num',
Pipeline(steps=[('imputer',
SimpleImputer(strategy='median')),
('scaler',
StandardScaler())]),
['age', 'fare']),
('cat',
OneHotEncoder(handle_unknown='ignore'),
['embarked', 'sex',
'pclass'])])),
('classifier', LogisticRegression())])
ColumnTransformer(transformers=[('num',
Pipeline(steps=[('imputer',
SimpleImputer(strategy='median')),
('scaler', StandardScaler())]),
['age', 'fare']),
('cat', OneHotEncoder(handle_unknown='ignore'),
['embarked', 'sex', 'pclass'])])
['age', 'fare']
SimpleImputer(strategy='median')
StandardScaler()
['embarked', 'sex', 'pclass']
OneHotEncoder(handle_unknown='ignore')
LogisticRegression()