Table 2.

Average F1 scores across different methods using evenly distributed data.

Method	Shuttle	Credit card	Cover
Our method	0.9873	0.8985	0.8440
Fed threshold	0.9861	0.8972	0.8395
Fed mean MSE + StD	0.9844	0.8959	0.4003
Fed filtered threshold	0.9865	0.8881	0.3637
Local iterative	0.9836	0.8878	0.8228
Local inter quantile range	0.9773	0.8862	0.7318
Local percentile	0.9657	0.8865	0.5273
Local kernel quantile estimator	0.9775	0.8768	0.4512
Local max MSE	0.9849	0.8594	0.3584
Local mean MSE + Std	0.9619	0.8817	0.4828
Local peak over threshold	0.9802	0.8125	0.4551

Significant values are given in bold.