Computational Efficiency on PFAS Contamination 1 km² area (test)
1.2Feature Extraction TimeRandom Forest
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Random ForestModel Type=ML, Feature Extraction Hardware=Intel Xeon Gold 6154 CPU (3.0 GHz), Inference Hardware=AMD Ryzen Threadripper PRO 7985WX with NVIDIA RTX 6000 Ada GPU, Averaging=10 runs2025.02 | 1.2 | 0.0003 | |
| FOCUSModel Type=DL, Feature Extraction Hardware=Intel Xeon Gold 6154 CPU (3.0 GHz), Inference Hardware=AMD Ryzen Threadripper PRO 7985WX with NVIDIA RTX 6000 Ada GPU, Averaging=10 runs2025.02 | 4.7 | 0.0005 |