Upload: The optimal R² detection threshold (99.9th percentile of real distances).
Browse files
config/threshold_r_squared.txt
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Deep SVDD Detection Threshold
|
| 2 |
+
# Generated: 2025-11-29T20:41:10.953158
|
| 3 |
+
# Training samples: 64,424
|
| 4 |
+
# Coverage: 99.9% (false positive rate: 0.1%)
|
| 5 |
+
#
|
| 6 |
+
# CLASSIFICATION RULE:
|
| 7 |
+
# distance² < R² → REAL (inside hypersphere)
|
| 8 |
+
# distance² ≥ R² → FAKE (outside hypersphere)
|
| 9 |
+
#
|
| 10 |
+
R_SQUARED=0.00000006
|
| 11 |
+
|
| 12 |
+
# Distance² Statistics:
|
| 13 |
+
MEAN_DISTANCE=0.00000001
|
| 14 |
+
MEDIAN_DISTANCE=0.00000001
|
| 15 |
+
STD_DISTANCE=0.00000001
|
| 16 |
+
MIN_DISTANCE=0.00000000
|
| 17 |
+
MAX_DISTANCE=0.00000055
|
| 18 |
+
|
| 19 |
+
# Coverage Statistics:
|
| 20 |
+
SAMPLES_INSIDE=64359
|
| 21 |
+
SAMPLES_OUTSIDE=65
|
| 22 |
+
TOTAL_SAMPLES=64424
|