Fold 1 - 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: 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 | 0.012048 | 15 | 15 (15) | Yes | |
| 1094 | 0.012048 | 15.13 | 13.15 (13*83 + 15) | No |
These are the training products that have the "ANNIVERSARY GIFT" tag (processing sequence 4967). 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 | 1079 | none | ||
| 17156 | Personalized Mother Gift, Custom wallet, Mother's Day gift, gift for her, personalized gifts, Woman Wallet, leather wallet | 15 | none | 0 | none |