f1 score ordinal encoder

from sklearn.preprocessing import OrdinalEncoder

# Feature Engineering
ordinalencoder=OrdinalEncoder()
categorical_data=df.select_dtypes(include=['object'])
transformed_data=ordinalencoder.fit_transform(categorical_data)
df[categorical_data.columns]=transformed_data
df