Fold 4 - Understanding why coefficient 1729554 was selected
Tag: SHOWER GIFT
Selected Coefficient: 1729554
Taxonomy Path: 0.5.2.3
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 1729554 | 3.012048 | 0.5.2.3 | 3.2.5.0 (3*83^3 + 2*83^2 + 5*83) | Yes | |
| 14774 | 3.036145 | 0.12.2 | 2.12.0 (2*83^2 + 12*83) | No | |
| -97204053 | 4.000000 | -14.3.0.4.2 | -2.4.0.3.14 (-(2*83^4 + 4*83^3 + 3*83 + 14)) | No |
These are the training products that have the "SHOWER GIFT" tag (processing sequence 5410). 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 |
|---|---|---|---|---|---|---|---|
| 18763 | Dino Rattle | 1729554 | BABY | 0 | none | ||
| 18727 | Tiger Rattle | 1729554 | BABY | 0 | none | ||
| 18755 | Blue Crab Rattle | 1729554 | BABY | 0 | none | ||
| 18830 | Koala Organic Cotton Muslin Swaddle | 14774 | BABY | -1714780 | BEDDING | ||
| 18695 | Puppy Security Blanket & Teether Lovey | -97204053 | BLANKET, BABY | -98933607 | none | ||
| 18789 | NYC Train Baby Security Blanket | -97204053 | BLANKET, BABY | -98933607 | none | ||
| 18795 | Elephant Baby Security Blanket | -97204053 | BLANKET, BABY | -98933607 | none |