import sklearn step importing dataset after importing necessary packagewe need dataset to build classification prediction model we can import it from sklearn dataset or can use other one as per our requirement we are going to use sklearn' breast cancer wisconsin diagnostic database we can import it with the help of following scriptfrom sklearn datasets import load_breast_cancer the following script will load the datasetdata load_breast_cancer(we also need to organize the data and it can be done with the help of following scriptslabel_names data['target_names'labels data['target'feature_names data['feature_names'features data['data'the following command will print the name of the labels'malignantand 'benignin case of our database print(label_namesthe output of the above command is the names of the labels['malignant'benign'these labels are mapped to binary values and malignant cancer is represented by and benign cancer is represented by the feature names and feature values of these labels can be seen with the help of following commandsprint(feature_names[ ]the output of the above command is the names of the features for label malignant cancermean radius similarlynames of the features for label can be produced as followsprint(feature_names[ ]