| 排名 | 客户ID | 预测流失概率 | 历史消费(£) | 期望损失(£) |
|---|---|---|---|---|
| 1 | 15749 | 54.4% | 15,161 | 8,240 |
| 2 | 13687 | 57.5% | 11,881 | 6,835 |
| 3 | 12415 | 15.3% | 29,624 | 4,524 |
| 4 | 16684 | 12.7% | 28,493 | 3,610 |
| 5 | 12755 | 43.5% | 8,225 | 3,579 |
| 6 | 17450 | 5.9% | 57,209 | 3,398 |
| 7 | 18102 | 2.7% | 122,348 | 3,291 |
| 8 | 16754 | 16.7% | 19,009 | 3,176 |
| 9 | 13081 | 16.4% | 18,528 | 3,042 |
| 10 | 18251 | 49.5% | 6,053 | 2,998 |
| 商品编码 | 商品名称 | 销售额（£） | 销量（件） |
|---|---|---|---|
| 22423 | REGENCY CAKESTAND 3 TIER | 100,732.33 | 8,039 |
| 85123A | WHITE HANGING HEART T-LIGHT H… | 82,708.98 | 30,011 |
| 85099B | JUMBO BAG RED RETROSPOT | 51,643.81 | 27,585 |
| 47566 | PARTY BUNTING | 43,022.08 | 8,514 |
| 84879 | ASSORTED COLOUR BIRD ORNAMENT | 37,021.37 | 22,920 |
| 22086 | PAPER CHAIN KIT 50'S CHRISTMAS | 29,978.80 | 8,375 |
| 85099F | JUMBO BAG STRAWBERRY | 24,146.08 | 13,175 |
| 79321 | CHILLI LIGHTS | 24,018.49 | 4,669 |
| 84347 | ROTATING SILVER ANGELS T-LIGH… | 23,511.86 | 10,556 |
| 22470 | HEART OF WICKER LARGE | 22,804.90 | 7,592 |
| 21137 | BLACK RECORD COVER FRAME | 22,703.16 | 6,580 |
| 22469 | HEART OF WICKER SMALL | 19,455.53 | 10,949 |