|
Logistic
|
AdaBoost
|
C4.5
|
CART
|
SVM
|
RBF NN
|
---|
Exact Outcome
|
74.6%
|
73%
|
75.6%
|
72%
|
72.6%
|
72.8%
|
Days in ICU
|
80.6%
|
78.7%
|
77.1%
|
77.4%
|
80.1%
|
77.4%
|
- This table compares the performance of logistic regression alone and the five chosen machine learning algorithms in predicting exact outcome (for off-site dataset) and ICU length of stay (for helicopter dataset).