Fold 3 - Understanding why coefficient 52976013 was selected
Tag: LARGE
Selected Coefficient: 52976013
Taxonomy Path: 2.2.1.6.2
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 52976013 | 2.000000 | 2.2.1.6.2 | 2.6.1.2.2 (2*71^4 + 6*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | Yes |
| 103799375 | 2.000000 | 2.2.1.6.4 | 4.6.1.2.2 (4*71^4 + 6*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 9326072 | 3.000000 | 9.3.4.26 | 26.4.3.9 (26*71^3 + 4*71^2 + 3*71 + 9) | No |
These are the training products that have the "LARGE" tag (processing sequence 1563). 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 |
|---|---|---|---|---|---|---|---|
| 3897 | Woven Ball Foot Toy | 103799375 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | none | 50823362 | MEDIUM | |
| 3883 | Wood Block Bead Medium | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | 0 | MEDIUM, SHOP: WOOD | |
| 8156 | ADAPT Seamless Sports Bra / Black | 9326072 | COLOR_BLACK | -43649941 | MEDIUM, XS | ||
| 9206 | Ségur | 0 | GOLD, 22K | -52976013 | NEW HINGE, SQUARE |