Table 6 Test time value for each machine learning model (seconds)
From: Predictors of outpatients’ no-show: big data analytics using apache spark
70/30 | 80/20 | Tenfold cross validation | |
|---|---|---|---|
Random Forest | 31.118 | 25.787 | 57.394 |
Gradient Boosting | 27.287 | 22.461 | 57.001 |
Logistic Regression | 24.962 | 20.134 | 43.192 |
SVM | 23.081 | 19.201 | 45.116 |
MLP | 23.458 | 19.600 | 44.667 |