Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Binary classification on NSL-KDD 2009 (test)
Loading...
0.001
P-Value
ICC-regularized Federated Naive Bayes
-0.23896
1.38077
3.0005
4.62023
May 18, 2026
P-Value
Macro F1 Score
Delta
Updated 15d ago
Evaluation Results
Method
Method
Links
P-Value
Macro F1 Score
Delta
ICC-regularized Federated Naive Bayes
alpha=0.05, JSD=0.635
2026.05
0.001
-
-
ICC-regularized Federated Naive Bayes
alpha=0.30, JSD=0.457
2026.05
0.001
-
-
ICC-regularized Federated Naive Bayes
alpha=1.00, JSD=0.297
2026.05
0.002
-
-
ICC-regularized Federated Naive Bayes
alpha=0.10, JSD=0.608
2026.05
0.009
-
-
ICC-regularized Federated Naive Bayes
alpha=0.20, JSD=0.508
2026.05
0.031
-
-
ICC-regularized Federated Naive Bayes
alpha=0.50, JSD=0.400
2026.05
0.038
-
-
ICC-regularized Federated Naive Bayes
alpha=0.70, JSD=0.376
2026.05
0.108
-
-
ICC-regularized Federated Naive Bayes
alpha=Avg.
2026.05
6
91.4
0.006
FedAvg baseline
alpha=Avg.
2026.05
-
90.8
-
Feedback
Search any
task
Search any
task