Fold 3 - Understanding why coefficient 4 was selected
Tag: BABY SAILOR OUTFIT
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 6
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 4 | 0.000000 | 4 | 4 (4) | Baby & Toddler | Yes |
These are the training products that have the "BABY SAILOR OUTFIT" tag (processing sequence 540). 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 |
|---|---|---|---|---|---|---|---|
| 15511 | Nautical Baby Clothes, Baby Sailor Outfit, Zuli Kids 292774 | 4 | Baby & Toddler | none | 0 | none | |
| 15512 | Nautical Baby Clothes, Baby Sailor Outfit, Zuli Kids 295163 | 4 | Baby & Toddler | none | 0 | BABY BOY FIRST BIRTHDAY OUTFIT, FIRST_BIRTHDAY | |
| 15536 | Nautical Clothing, Baby Girl Sailor Outfit, Zuli Kids 293160 | 4 | Baby & Toddler | none | 0 | none | |
| 15537 | Nautical Clothing, Baby Sailor Outfit, Baby Boy Sailor Outfit, Zuli Kids293500 | 4 | Baby & Toddler | none | 0 | none | |
| 15551 | Nautical Clothing, Sailor Suit, Baby Sailor Outfit, Zuli Kids 292972 | 4 | Baby & Toddler | none | 0 | none | |
| 15552 | Nautical Shirt, Nautical First Birthday, Nautical 1st Birthday 292588 | 4 | Baby & Toddler | none | 0 | none |