Table 8 Running time comparison for the different models
From: Supervised learning methods in modeling of CD4+ T cell heterogeneity
Approach | Running time for training (s) | Running time for testing (s) | ||||
|---|---|---|---|---|---|---|
User | System | Elapsed | User | System | Elapsed | |
Artificial Neural Network | 0.36 | 0.05 | 0.64 | 0.01 | 0.02 | 0.03 |
Linear Regression | 0.02 | 0.04 | 0.31 | 0 | 0.02 | 0.02 |
Support Vector Machine | 0.04 | 0.06 | 0.3 | 0 | 0.02 | 0.02 |
Random Forest | 1.28 | 0.09 | 1.42 | 0.1 | 0.05 | 0.66 |