Fold 2 - Understanding why coefficient -4615798 was selected
Tag: PJS
Selected Coefficient: -4615798
Taxonomy Path: -2.2.6.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -4615798 | 3.000000 | -2.2.6.8 | -8.6.2.2 (-(8*83^3 + 6*83^2 + 2*83 + 2)) | Yes | |
| -6379298 | 4.000145 | -1.1.13.11 | -11.13.1.1 (-(11*83^3 + 13*83^2 + 83 + 1)) | No | |
| -5070388 | 4.000145 | -1.1.72.8 | -8.72.1.1 (-(8*83^3 + 72*83^2 + 83 + 1)) | No | |
| 2404345 | 5.000000 | 1.1.17.4 | 4.17.1.1 (4*83^3 + 17*83^2 + 83 + 1) | No |
These are the training products that have the "PJS" tag (processing sequence 4609). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 13631 | Cheetahs Pajama Pants Set | 2404345 | none | 7020143 | NOTIFY_STOCK | ||
| 10728 | Itty Bitty Dog Jammies | -4615798 | PYJAMAS, PLAYSUIT | 0 | none | ||
| 11276 | Cartoon Pyjama Dog Rompers | -4615798 | PYJAMAS, PLAYSUIT | 0 | none | ||
| 11285 | Patterned Dog PJ's | -4615798 | PYJAMAS, PLAYSUIT | 0 | none | ||
| 25544 | Vasanta Colour Burst - 2 piece pyjama set | -5070388 | PYJAMAS | -454590 | SETS | ||
| 18110 | Pajama Party Robe Gold Combo | -6379298 | ROBE, KIMONOS | -1763500 | BLACKFRI2022 |