This dataset is a modified version of the famous Heart Failure Prediction Dataset.
The changes are:
- binary features are turned to {0, 1} labels:
- Sex => {'M' 'F'} => {0, 1}
- ExerciseAngina => {'N' 'Y'} => {0, 1}
- multi-class features are turned into new binary features using hot encoding:
- ChestPainType
- RestingECG
- ST_Slope
- labels are shortened:
- Age => A
- RestingBP => RBP
- Cholesterol => C
- FastingBS => FBS
- MaxHR => MHR
- Oldpeak => OP
- HeartDisease => HD
- Sex => S
- ExerciseAngina => EA
- ChestPainType
- CPT_ASY
- CPT_ATA
- CPT_NAP
- CPT_TA
- RestingECG
- RECG_LVH
- RECG_N (Normal)
- RECG_ST
- ST_Slope
- STS_D (Down)
- STS_F (Flat)
- STS_U (Up)