Summary of results from ensemble models#

Data used

Logistic regression

Random forests

Neural network (fully connected)

Use original patient data only

83.2%

84.2%

83.4%

Model probability output only

83.6%

83.8%

83.5%

Original patient data + model probability output

83.0%

84.2%

83.0%

Use of ensemble techniques did not improve model accuracy.