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: 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? |
|---|---|---|---|---|---|
| 4 | 2.025316 | 4 | 4 (4) | Baby & Toddler | Yes |
| 162 | 2.025316 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| -7614260 | 4.000000 | -3.3.35.15 | -15.35.3.3 (-(15*79^3 + 35*79^2 + 3*79 + 3)) | No |
These are the training products that have the "ACRYLIC" tag (processing sequence 378). 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 | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 2051 | Starry Sky Newborn Collection - Girls | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 2044 | Starry Newborn Collection - Boys | 4 | Baby & Toddler | none | 0 | none | |
| 2052 | Starry Sky Newborn Collection - Boys | 4 | Baby & Toddler | none | 0 | none | |
| 7880 | She Escaped: Among Frilly Feathered Top Hats | -7614260 | BROWN, ORANGE, BLUE, ABSTRACT | -7614264 | BRIGHT COLORS, SQUARE, TEAL | ||
| 7893 | She Escaped: Down River Among Volkswagen Fishies | -7614260 | BROWN, ORANGE, BLUE, ABSTRACT | -7614264 | BRIGHT COLORS |