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df_telco_transformed = df_telco.copy() | |
# label encoding (binary variables) | |
label_encoding_columns = ['gender', 'Partner', 'Dependents', 'PaperlessBilling', 'PhoneService', 'Churn'] | |
# encode categorical binary features using label encoding | |
for column in label_encoding_columns: | |
if column == 'gender': | |
df_telco_transformed[column] = df_telco_transformed[column].map({'Female': 1, 'Male': 0}) | |
else: | |
df_telco_transformed[column] = df_telco_transformed[column].map({'Yes': 1, 'No': 0}) |
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