Table 5 Training time value for each machine learning model (seconds)
From: Predictors of outpatients’ no-show: big data analytics using apache spark
Holdout method 70/30 | Holdout method 80/20 | Tenfold cross validation | |
|---|---|---|---|
Random Forest | 41.289 | 45.876 | 517.830 |
Gradient Boosting | 668.882 | 1148.144 | 21170.190 |
Logistic Regression | 10.033 | 8.805 | 8.805 |
SVM | 685.782 | 671.625 | 671.625 |
MLP | 42.444 | 45.627 | 45.627 |