diff --git a/src/dopt_sensor_anomalies/constants.py b/src/dopt_sensor_anomalies/constants.py
index 43fcef7..a8493da 100644
--- a/src/dopt_sensor_anomalies/constants.py
+++ b/src/dopt_sensor_anomalies/constants.py
@@ -6,9 +6,9 @@ STOP_FOLDER_NAME: Final[str] = "python"
 MODEL_FOLDER_NAME: Final[str] = "models"
 
 THRESHOLD_BW: Final[int] = 63
-BACKBONE: Final[str] = "resnet18"
-LAYERS: Final[tuple[str, str]] = ("layer1", "layer2")
-RATIO: Final[float] = 0.05
+BACKBONE: Final[str] = "'wide_resnet50_2"
+LAYERS: Final[tuple[str, str]] = ("layer1", "layer2", "layer3")
+RATIO: Final[float] = 0.01
 
 NUM_VALID_ELECTRODES: Final[int] = 6
 HEATMAP_FILENAME_SUFFIX: Final[str] = "_Heatmap"