Privacy-preserving statistical analytics on Medical Cost Insurance dataset
1.07MREPP-STAT w/ HE-DAP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PP-STAT w/ HE-DAPMeasure=Kurt, Feature(s)=Charges, Scaling factor (B)=202026.06 | 1.07 | 63.56 | 43.43 | |
| PP-STAT w/ HE-DAPMeasure=ZNorm, Feature(s)=Charges, Scaling factor (B)=1002026.06 | 1.22 | 61.07 | 44.64 | |
| PP-STATMeasure=PCC, Feature(s)=Smoker vs Charges, Scaling factor (B)=202026.06 | 1.22 | 222.74 | — | |
| PP-STATMeasure=PCC, Feature(s)=AGE vs Charges, Scaling factor (B)=202026.06 | 1.84 | 222.26 | — | |
| PP-STATMeasure=ZNorm, Feature(s)=Charges, Scaling factor (B)=1002026.06 | 1.88 | 110.29 | — | |
| PP-STAT w/ HE-DAPMeasure=PCC, Feature(s)=Smoker vs Charges, Scaling factor (B)=202026.06 | 2.89 | 123.97 | 44.31 | |
| PP-STATMeasure=Kurt, Feature(s)=Charges, Scaling factor (B)=202026.06 | 2.96 | 112.32 | — | |
| PP-STAT w/ HE-DAPMeasure=PCC, Feature(s)=AGE vs Charges, Scaling factor (B)=202026.06 | 2.97 | 124.49 | 43.71 | |
| PP-STATMeasure=PCC, Feature(s)=BMI vs Charges, Scaling factor (B)=202026.06 | 3.29 | 222.64 | — | |
| PP-STAT w/ HE-DAPMeasure=Skew, Feature(s)=Charges, Scaling factor (B)=202026.06 | 3.74 | 63.41 | 43.56 | |
| PP-STAT w/ HE-DAPMeasure=PCC, Feature(s)=BMI vs Charges, Scaling factor (B)=202026.06 | 4.01 | 124.15 | 44.22 | |
| PP-STATMeasure=Skew, Feature(s)=Charges, Scaling factor (B)=202026.06 | 5.92 | 112.34 | — |