Fold 2 - Understanding why coefficient 15 was selected
Tag: MOTHER'S DAY GIFT
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 15 | 1.000000 | 15 | 15 (15) | Yes | |
| 144731928 | 3.000000 | 14.11.10.4.3 | 3.4.10.11.14 (3*83^4 + 4*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "MOTHER'S DAY GIFT" tag (processing sequence 3045). 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 |
|---|---|---|---|---|---|---|---|
| 17431 | Custom Handwriting Recipe Platter, Handwritten Recipe Gift, Keepsake Family Recipe, Custom square plate, Grandma Gift, Mother's Day, Memorial gift | 144731928 | none | 144731913 | none | ||
| 17091 | We love you grandma wallet, Women's Leather Wallet, Personalized Leather Wallet, Personalized Mother Gift, Mother's Day Gift | 15 | none | 0 | none | ||
| 17154 | Mother's Day Wallets, Leather Wallet, Personalized wallets, Monogrammed wallets, gifts for her, girlfriend gifts, birthday gift, mom gifts | 15 | none | 0 | WALLETS, ANNIVERSARY GIFT | ||
| 17156 | Personalized Mother Gift, Custom wallet, Mother's Day gift, gift for her, personalized gifts, Woman Wallet, leather wallet | 15 | none | 0 | ANNIVERSARY GIFT |