Table 4 Unsupervised Techniques Applied Independently on the Dataset
From: Healthcare insurance fraud detection using data mining
Dataset / Detector | 50% | 75% | 100% |
|---|---|---|---|
IF | 1.84 Sec | 2.67 Sec | 3.4 Sec |
CBLOF | 0.79 Sec | 0.80 Sec | 2.23 Sec |
OCSVM | 224.29 Sec | 507.96 Sec | 897.24 Sec |
ECOD | 0.6 Sec | 1.03 Sec | 1.39 Sec |
Total Time | 227.53 Sec | 512.45 Sec | 904.24 Sec |