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Before applying OHE it is necessary to preprocess some features as ordinal and adjust the classes labels such as in
BEFORE 1:Q - Status of existing checking account - A11 : ... < 0 DM - A12 : 0 <= ... < 200 DM - A13 : ... >= 200 DM / salary assignments for at least 1 year - A14 : no checking account
AFTER 1:O - Status of existing checking account - A10 : no checking account - A11 : ... < 0 DM - A12 : 0 <= ... < 200 DM - A13 : ... >= 200 DM / salary assignments for at least 1 year
Thus this issue was created: Ordinal features
Before applying OHE it is necessary to preprocess some features as ordinal and adjust the classes labels such as in
Thus this issue was created: Ordinal features