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Novelty Detection on Gutenberg 9k+9k pos+neg samples original (test)
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4,158
True Positives (TP)
VSDB + Field
944.4
1,778.7
2,613
3,447.3
May 6, 2026
True Positives (TP)
True Negatives (TN)
False Positives (FP)
False Negatives (FN)
Precision (P)
Recall (R)
F1 Score (F1)
MCC
AUC
AURC
Updated 2mo ago
Evaluation Results
Method
Method
Links
True Positives (TP)
True Negatives (TN)
False Positives (FP)
False Negatives (FN)
Precision (P)
Recall (R)
F1 Score (F1)
MCC
AUC
AURC
VSDB + Field
lo=1.2, hi=3.7
2026.05
4,158
2,366
332
401
92.6
91.2
91.9
0.785
95.8
8
VSDB + top1(cos)
lo=0.01, hi=0.21
2026.05
2,880
4,505
3
0
99.9
100
99.9
0.999
99.9
0.1
VSDB + top1(L2)
lo=0.08, hi=0.28
2026.05
2,449
5,464
2
0
99.9
100
99.9
0.999
99.9
0.1
VDB + top1(cos)
lo=0.02, hi=0.19
2026.05
1,068
6,662
0
1
99.9
100
99.9
0.999
99.9
0.1
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