Fold 0 - Understanding why coefficient -4 was selected
Tag: SHOWER GIFT
Selected Coefficient: -4
Taxonomy Path: -4
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -4 | 5.000000 | -4 | -4 (-(4)) | Yes | |
| -97204053 | 6.000000 | -14.3.0.4.2 | -2.4.0.3.14 (-(2*83^4 + 4*83^3 + 3*83 + 14)) | No | |
| 158710 | 8.000000 | 14.3.23 | 23.3.14 (23*83^2 + 3*83 + 14) | No | |
| 1729554 | 8.000000 | 0.5.2.3 | 3.2.5.0 (3*83^3 + 2*83^2 + 5*83) | No |
These are the training products that have the "SHOWER GIFT" tag (processing sequence 5265). 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 |
|---|---|---|---|---|---|---|---|
| 18783 | Football Rattle | 1729554 | BABY | 1729558 | FOOTBALL | ||
| 10788 | Love Does Not Keep Score 1 Corinthians 13:5 | 158710 | none | 158714 | DISTRESSED | ||
| 18755 | Blue Crab Rattle | -4 | HOLIDAY SALE, BABY | 0 | none | ||
| 18763 | Dino Rattle | -4 | HOLIDAY SALE, BABY | 0 | none | ||
| 18830 | Koala Organic Cotton Muslin Swaddle | -4 | BEDDING, BABY | 0 | none | ||
| 18727 | Tiger Rattle | -4 | HOLIDAY SALE, BABY | 0 | none | ||
| 18789 | NYC Train Baby Security Blanket | -97204053 | BLANKET, BABY | -97204049 | none | ||
| 18795 | Elephant Baby Security Blanket | -97204053 | BLANKET, BABY | -97204049 | none | ||
| 18695 | Puppy Security Blanket & Teether Lovey | -97204053 | BLANKET, BABY | -97204049 | none |