Source code for evalml.demos.breast_cancer

"""Load the breast cancer dataset, which can be used for binary classification problems."""
import woodwork as ww

import evalml
from evalml.preprocessing import load_data


[docs]def load_breast_cancer(): """Load breast cancer dataset. Binary classification problem. Returns: (pd.Dataframe, pd.Series): X and y """ filepath = ( "https://api.featurelabs.com/datasets/breast_cancer.csv?library=evalml&version=" + evalml.__version__ ) X, y = load_data(filepath, index=None, target="target") y.name = None X.ww.init() y = ww.init_series(y) return X, y