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Full Model Ridge Regression Ridge Regression (Intercept) 116.3 119.3 158.5 Age 1.1 1.0 0.3 Asthma 0.7 0.5 0.4 CAD 17.0 16.9 10.0 CHF 8.0 8.6
Full Model | Ridge Regression | Ridge Regression | |
---|---|---|---|
(Intercept) | 116.3 | 119.3 | 158.5 |
Age | 1.1 | 1.0 | 0.3 |
Asthma | 0.7 | 0.5 | 0.4 |
CAD | 17.0 | 16.9 | 10.0 |
CHF | 8.0 | 8.6 | 9.4 |
CKD | 19.5 | 19.8 | 12.8 |
COPD | -5.4 | -4.0 | 4.5 |
Depression | 31.1 | 29.9 | 10.3 |
Diabetes | 11.0 | 10.9 | 6.9 |
ESRD | 31.1 | 29.3 | 11.3 |
Female | -2.5 | -2.1 | 0.2 |
HIV | 70.7 | 68.2 | 23.2 |
Hyperlipidemia | 19.9 | 19.5 | 10.2 |
Hypertension | -8.2 | -5.5 | 5.8 |
Injury | -23.6 | -22.2 | -5.9 |
Obesity | 8.9 | 8.7 | 6.0 |
Substance_Abuse | 40.2 | 38.2 | 10.5 |
Wait_Time | 0.7 | 0.7 | 0.2 |
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