Fold 0 - Understanding why coefficient 15 was selected
Tag: ANNIVERSARY GIFT
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 15 | 0.000000 | 15 | 15 (15) | Yes |
These are the training products that have the "ANNIVERSARY GIFT" tag (processing sequence 1810). 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 |
|---|---|---|---|---|---|---|---|
| 17154 | Mother's Day Wallets, Leather Wallet, Personalized wallets, Monogrammed wallets, gifts for her, girlfriend gifts, birthday gift, mom gifts | 15 | none | 0 | WALLETS | ||
| 17156 | Personalized Mother Gift, Custom wallet, Mother's Day gift, gift for her, personalized gifts, Woman Wallet, leather wallet | 15 | none | 0 | none |