Example 2
Benchmarks
TaskDatasetSOTA resultTrendResults
Example 2 5-class data (a=0.5, Easy Bin, r* > 0.5) synthetic (test)
96.6Coverage
45
Example 2 5-class data (a=0.5, Hard Bin, r* <= 0.5) synthetic (test)
90.4Coverage
45
Example 2 rho=0.5
1.218Estimation Error
16
Example 2 Case 5
292.34Mean Cost (USD)
10
Example 2 Case 4
229.41Mean Cost (USD)
10
Example 2 Case 3
382.43Mean Cost (USD)
10
Example 2 Case 1
247.39Mean Cost
10
Example 2 Synthetic
3False Selection Probability
10
Example 2 ρ=0.95
100TPR
8
Example 2 ρ=0.75
100TPR
8
Example 2 ρ=0.5
100TPR
8
Example 2 epsilon = 2^-10
0L2 Error
7
Example 2 epsilon = 2^-4
0L2 Error
7
Example 2 Damping (test)
0.001NMSE
4
Example 2 Damping (test)
0NMSE (%)
4