Share your thoughts, 1 month free Claude Pro on usSee more

Intrusion Detection on NSL-KDD (test)

99.2Recall

Stacking-LR

Updated 1mo ago

Evaluation Results

Method	Links
Stacking-LR 2026.05		99.2	-	-	0.9	99.2	-	-
Stacking-MLP 2026.05		99.2	-	-	0.8	99.2	-	-
VCG (Ours) 2026.05		99.1	-	-	0.9	99.2	-	-
Brier 2026.05		99.1	-	-	1	99.2	-	-
Best Individual 2026.05		99.1	-	-	0.9	99.2	-	-
Externality 2026.05		99	-	-	1	99.2	-	-
Conf-Weighted 2026.05		99	-	-	1	99.2	-	-
Log-Odds 2026.05		99	-	-	1	99.2	-	-
Majority Vote 2026.05		98.9	-	-	1.1	99.1	-	-
MixGAN 2025.08		96.4	95.7	94.4	-	95.2	-	94.4
MixGAN 2025.08		95.3	94.3	92.7	-	93.8	-	92.7
MixGAN 2025.08		92.6	93.1	92	-	92.3	-	92
MixGAN 2025.08		91.4	92.3	91.4	-	91.4	-	91.4
FACVO-DNFN 2025.08		90.9	93	87.5	-	89.1	-	92.9
GHLBO+DSA 2025.08		90.9	91.4	90.2	-	90.2	-	90.1
GHLBO+DSA 2025.08		90.7	90.8	88.3	-	89.5	-	88
GHLBO+DSA 2025.08		89.5	89.9	86.2	-	87.8	-	85.7
GHLBO+DSA 2025.08		89.5	90.2	87.1	-	88.3	-	86.7
FACVO-DNFN 2025.08		88.3	92.1	86.6	-	87.4	-	90
FT-DBN 2025.08		87.4	90.9	85.5	-	86.4	-	88.9
HLBO+DSA 2025.08		86.8	89.7	87.9	-	87.4	-	88.1
HLBO+DSA 2025.08		86.5	89.1	88.2	-	87.3	-	88.4
FACVO-DNFN 2025.08		86.5	91.1	85.6	-	86.1	-	89.7
FT-DBN 2025.08		86.3	90.2	84.8	-	85.5	-	87.8
HLBO+DSA 2025.08		86.2	84.3	86.5	-	86	-	87.2
HLBO+DSA 2025.08		85.6	85.7	87.7	-	86.1	-	87.9
FACVO-DNFN 2025.08		84.9	90.4	85	-	84.9	-	89.3
LUCID 2025.08		84.2	84.7	82.6	-	83.4	-	82.3
FT-DBN 2025.08		84	89	83.7	-	83.9	-	86.8
LUCID 2025.08		83.2	83.5	81.5	-	82.3	-	81.1
LUCID 2025.08		82.6	81.3	80.1	-	81.3	-	79.5
FT-DBN 2025.08		82.6	88.4	83.1	-	82.9	-	85.7
LUCID 2025.08		81.9	80.6	78.1	-	80	-	77.1
FedEP 2026.02		81.75	84.24	89.66	18.25	85.52	-	-
FedPG 2026.02		81.3	84.09	89.78	18.7	85.33	-	-
Variance Threshold 2026.06		-	-	-	-	-	28.35	-
Pearson Correlation 2026.06		-	-	-	-	-	28.81	-
Mutual Information 2026.06		-	-	-	-	-	32.74	-
Fisher Score 2026.06		-	-	-	-	-	32.09	-
CMD 2026.06		-	-	-	-	-	31.24	-
nCMD 2026.06		-	-	-	-	-	34.29	-