Fold 0 - Understanding why coefficient 1853225 was selected
Tag: POOL PARTY
Selected Coefficient: 1853225
Taxonomy Path: 1.1.20.3
Taxonomy Name:
Products with this tag: 13
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 1853225 | 0.000005 | 1.1.20.3 | 3.20.1.1 (3*83^3 + 20*83^2 + 83 + 1) | Yes | |
| 1281438 | 0.000017 | 1.1.20.2 | 2.20.1.1 (2*83^3 + 20*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | No |
These are the training products that have the "POOL PARTY" tag (processing sequence 2869). 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 |
|---|---|---|---|---|---|---|---|
| 4445 | Tribal Marks Swim Trunk | 1853225 | none | 0 | none | ||
| 3922 | Patriotic Men's Swim Trunk | 1853225 | none | 0 | none | ||
| 3923 | Positive Matter Men's Swim Trunk | 1853225 | none | 0 | none | ||
| 3928 | Pumpkin Men's Swim Trunk | 1853225 | none | 0 | none | ||
| 3931 | Red Ceramics Men's Swim Trunk | 1853225 | none | 0 | none | ||
| 3937 | Slime!! Men's Swim Trunk | 1853225 | none | 0 | none | ||
| 4299 | Smooth Plaid Swim Trunk | 1853225 | none | 0 | none | ||
| 4302 | Twigs Men's Swim Trunk | 1853225 | none | 0 | none | ||
| 4437 | Tribal Diamond Men's Swim Trunk | 1853225 | none | 0 | none | ||
| 3919 | Parrot Love Swim Trunk | 1853225 | none | 0 | none | ||
| 4439 | Tribal Flower Swim Trunk | 1281438 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | -571787 | none | |
| 4306 | Teal Tribal Cloth Swim Trunk | 1281438 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | -571787 | none | |
| 4310 | Tiger Love Men's Swim Trunk | 1281438 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | -571787 | none |