MINIBOONE
Benchmarks
TaskDatasetSOTA resultTrendResults
MiniBooNE 30K subsamples
94.21Accuracy
44
MINIBOONE d=43; N=36,488 (test)
50.37Avg Test Log-Likelihood
26
MINIBOONE (test)
8.86NLL (nats)
22
MINIBOONE
9.97NLL
16
Miniboone (test)
80.72F1 Score
14
Miniboone 5-fold CV
86.25AUAC-F1
13
Miniboone
4.84Error Rate
11
MiniBooNE (test)
75.4Mean Test Accuracy
10
miniboone 10,000 examples (test)
19.2Speedup
8
MiniBooNE
0.78AUCPR
7
miniboone
94.978Balanced Accuracy
7
Miniboone d=50 (test)
-0.053NLL
5
MiniBooNE
94.2Accuracy (Mean)
5
MINIBOONE UCI (test)
24.5Average CD
5
MINIBOONE
0.878FID Score
4
UCI Miniboo
77.6Training Time (s)
3
MiniBooNE
80.4Accuracy
2
MiniBooNE
77AUC
2
MiniBooNE (test)
75.3Accuracy
1
MiniBooNE
94AUC
1
MiniBooNE
11.77Fournier Distance Estimate (N)
1