Table 9 Results of preprocessing impact study.
From: A cross dataset meta-model for hepatitis C detection using multi-dimensional pre-clustering
| Â | Imputation | Outlier | Scaling | Best result |
|---|---|---|---|---|
Original | Median | Yes | Yes | 94.8% |
Test 1 | Mean | Yes | Yes | 93.6% |
Test 2 | Median | No | Yes | 93.1% |
Test 3 | Median | Yes | No | 94.8% |