Details of eight different imbalance scenarios of QDSF data set
| Serial no. | Proportion | Normal | 0.135IRF 0.45IRF | 0.3ORF 0.45ORF | 0.001BF 0.105BF | CF | Test data |
|---|---|---|---|---|---|---|---|
| 1 | 20:1 | 1,000 | 1,000/1,000 | 50/50 | 1,000/1,000 | 1,000 | 500 |
| 2 | 10:1 | 1,000 | 1,000/1,000 | 100/100 | 1,000/1,000 | 1,000 | 500 |
| 3 | 5:1 | 1,000 | 1,000/1,000 | 200/200 | 1,000/1,000 | 1,000 | 500 |
| 4 | 2:1 | 1,000 | 1,000/1,000 | 500/500 | 1,000/1,000 | 1,000 | 500 |
| 5 | 20:1 | 1,000 | 1,000/1,000 | 50/50 | 1,000/1,000 | 1,000 | 500 |
| 6 | 10:1 | 1,000 | 1,000/1,000 | 100/100 | 1,000/1,000 | 1,000 | 500 |
| 7 | 5:1 | 1,000 | 1,000/1,000 | 200/200 | 1,000/1,000 | 1,000 | 500 |
| 8 | 2:1 | 1,000 | 1,000/1,000 | 500/500 | 1,000/1,000 | 1,000 | 500 |
| Serial no. | Proportion | Normal | 0.135IRF | 0.3ORF | 0.001BF | CF | Test |
|---|---|---|---|---|---|---|---|
| 1 | 20:1 | 1,000 | 1,000/1,000 | 50/50 | 1,000/1,000 | 1,000 | 500 |
| 2 | 10:1 | 1,000 | 1,000/1,000 | 100/100 | 1,000/1,000 | 1,000 | 500 |
| 3 | 5:1 | 1,000 | 1,000/1,000 | 200/200 | 1,000/1,000 | 1,000 | 500 |
| 4 | 2:1 | 1,000 | 1,000/1,000 | 500/500 | 1,000/1,000 | 1,000 | 500 |
| 5 | 20:1 | 1,000 | 1,000/1,000 | 50/50 | 1,000/1,000 | 1,000 | 500 |
| 6 | 10:1 | 1,000 | 1,000/1,000 | 100/100 | 1,000/1,000 | 1,000 | 500 |
| 7 | 5:1 | 1,000 | 1,000/1,000 | 200/200 | 1,000/1,000 | 1,000 | 500 |
| 8 | 2:1 | 1,000 | 1,000/1,000 | 500/500 | 1,000/1,000 | 1,000 | 500 |