Fold 2 - Understanding why coefficient -4037370 was selected
Tag: ANNIVERSARY GIFT
Selected Coefficient: -4037370
Taxonomy Path: -1.5.5.7
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -4037370 | 2.000000 | -1.5.5.7 | -7.5.5.1 (-(7*83^3 + 5*83^2 + 5*83 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1094 | 2.000000 | 15.13 | 13.15 (13*83 + 15) | No |
These are the training products that have the "ANNIVERSARY GIFT" tag (processing sequence 3521). 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 |
|---|---|---|---|---|---|---|---|
| 29481 | Personalized Wedding Bags | 1094 | none | 4038464 | none | ||
| 17156 | Personalized Mother Gift, Custom wallet, Mother's Day gift, gift for her, personalized gifts, Woman Wallet, leather wallet | 0 | MOTHER'S DAY GIFT | 4037370 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | |
| 17154 | Mother's Day Wallets, Leather Wallet, Personalized wallets, Monogrammed wallets, gifts for her, girlfriend gifts, birthday gift, mom gifts | -4037370 | MOTHER'S DAY GIFT, WALLETS | 0 | none |