Fold 3 - Understanding why coefficient 4 was selected
Tag: ACRYLIC
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 6
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 | 2.028169 | 4 | 4 (4) | Baby & Toddler | Yes |
| 146 | 2.028169 | 4.2 | 2.4 (2*71 + 4) | Baby & Toddler > Baby Gift Sets | No |
| -1558298 | 4.000198 | -61.8.25.4 | -4.25.8.61 (-(4*71^3 + 25*71^2 + 8*71 + 61)) | No | |
| -1543175 | 4.000198 | -61.8.22.4 | -4.22.8.61 (-(4*71^3 + 22*71^2 + 8*71 + 61)) | No |
These are the training products that have the "ACRYLIC" tag (processing sequence 364). 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 |
|---|---|---|---|---|---|---|---|
| 2036 | Red Bow | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 2051 | Starry Sky Newborn Collection - Girls | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 2044 | Starry Newborn Collection - Boys | 4 | Baby & Toddler | none | 0 | none | |
| 2052 | Starry Sky Newborn Collection - Boys | 4 | Baby & Toddler | none | 0 | none | |
| 7893 | She Escaped: Down River Among Volkswagen Fishies | -1543175 | BLACK, BLUE, WHITE, BROWN, ORANGE, ABSTRACT | -1543179 | BEIGE, BRIGHT COLORS | ||
| 7880 | She Escaped: Among Frilly Feathered Top Hats | -1558298 | BLACK, BLUE, WHITE, BROWN, ORANGE, TAN, ABSTRACT | -1558302 | BEIGE, BRIGHT COLORS, SQUARE |