Spambase
Benchmarks
TaskDatasetSOTA resultTrendResults
Spambase
48.7Pruning Rate
7
Spambase (5-fold cross-val)
92.23Accuracy
7
Spambase (test)
2.92Average Execution Time (ms)
6
UCI spambase (test)
0.006Absolute Error
6
UCI Spambase (test)
89.4Accuracy
6
spambase
95.4Accuracy
5
Spambase
0.246Runtime (s)
5
Spambase
89.1Accuracy
5
Spambase semi-synthetic
91.3AUC
5
Spambase
78.5F1 Score
5
Spambase class +1
92Score σ(S(x))
4
Spambase (Class -1)
0.48Sigma MCT(E)
4
Spambase
0.17Time
4
Spambase
0.17Runtime
4
SPAMBASE
25Compression Metric S
4
spambase
19,700Overall Latency (s)
4
Spambase (test)
91.7Macro F1 Score
4
spambase
99.47Balanced Accuracy
3
Spambase Rejected
48.89Avg Explanation Size
3
Spambase
1.24Avg Explanation Size
3
Spambase 75% missingness (test)
90.34AUC
3
Spambase 50% missingness (test)
95.38AUC
3
Spambase 25% missingness (test)
97.47AUC
3
Spambase 5% missingness (test)
98.37AUC
3
spambase
0.989AUC
2