notesum.ai
Published at November 14Deep Autoencoders for Unsupervised Anomaly Detection in Wildfire Prediction
cs.LG
cs.AI
Released Date: November 14, 2024
Authors: İrem Üstek, Miguel Arana-Catania1, Alexander Farr2, Ivan Petrunin1
Aff.: 1School of Aerospace, Transport and Manufacturing, Cranfield University, UK; 2Spire Global, Inc., Boulder, CO, United States

| Model | Number of estimators | Max samples | Contami-nation | Accuracy | Precision | Recall | F1-score | MCC |
|---|---|---|---|---|---|---|---|---|
| Model (A) | 100 | 0.9 | 0.5 | 0.612 | 0.664 | 0.675 | 0.67 | 0.242 |
| Model (B) | 100 | 0.9 | 0.2 | 0.536 | 0.717 | 0.337 | 0.459 | 0.264 |