Fold 4 - 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 | |
| -55611 | 3.000000 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | No |
These are the training products that have the "MOTHER'S DAY GIFT" tag (processing sequence 3002). 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 |
|---|---|---|---|---|---|---|---|
| 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 | ||
| 17156 | Personalized Mother Gift, Custom wallet, Mother's Day gift, gift for her, personalized gifts, Woman Wallet, leather wallet | 15 | none | 0 | none | ||
| 2310 | Mini Micro Pave Disc Pendant Necklace | -55611 | GOLD NECKLACE, ADJUSTABLE NECKLACE | -55626 | WEDDING GIFT |