Binary classification on NSL-KDD 2009 (test)
0.001P-ValueICC-regularized Federated Naive Bayes
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ICC-regularized Federated Naive Bayesalpha=0.05, JSD=0.6352026.05 | 0.001 | — | — | |
| ICC-regularized Federated Naive Bayesalpha=0.30, JSD=0.4572026.05 | 0.001 | — | — | |
| ICC-regularized Federated Naive Bayesalpha=1.00, JSD=0.2972026.05 | 0.002 | — | — | |
| ICC-regularized Federated Naive Bayesalpha=0.10, JSD=0.6082026.05 | 0.009 | — | — | |
| ICC-regularized Federated Naive Bayesalpha=0.20, JSD=0.5082026.05 | 0.031 | — | — | |
| ICC-regularized Federated Naive Bayesalpha=0.50, JSD=0.4002026.05 | 0.038 | — | — | |
| ICC-regularized Federated Naive Bayesalpha=0.70, JSD=0.3762026.05 | 0.108 | — | — | |
| ICC-regularized Federated Naive Bayesalpha=Avg.2026.05 | 6 | 91.4 | 0.006 | |
| FedAvg baselinealpha=Avg.2026.05 | — | 90.8 | — |