Fold 2 - Understanding why coefficient 146 was selected
Tag: ACRYLIC
Selected Coefficient: 146
Taxonomy Path: 4.2
Taxonomy Name: Baby & Toddler > Baby Gift Sets
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? |
|---|---|---|---|---|---|
| 146 | 2.014085 | 4.2 | 2.4 (2*71 + 4) | Baby & Toddler > Baby Gift Sets | Yes |
| 4 | 2.042254 | 4 | 4 (4) | Baby & Toddler | No |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 35714 | 5.000000 | 1.6.7 | 7.6.1 (7*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Jewelry Sets | No |
These are the training products that have the "ACRYLIC" tag (processing sequence 365). 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 |
|---|---|---|---|---|---|---|---|
| 1523 | Clam Shell Earrings + Necklace Set | 35714 | Apparel & Accessories > Jewelry > Jewelry Sets | none | 35568 | none | |
| 2036 | Red Bow | 146 | Baby & Toddler > Baby Gift Sets | none | 0 | none | |
| 2045 | Starry Newborn Collection - Girls | 146 | Baby & Toddler > Baby Gift Sets | none | 0 | none | |
| 2051 | Starry Sky Newborn Collection - Girls | 146 | Baby & Toddler > Baby Gift Sets | none | 0 | none | |
| 2052 | Starry Sky Newborn Collection - Boys | 4 | Baby & Toddler | none | -142 | none | |
| 7880 | She Escaped: Among Frilly Feathered Top Hats | 0 | BLACK, BLUE, WHITE, PURPLE, BROWN, ORANGE, TAN, BEIGE, ABSTRACT | -146 | BRIGHT COLORS, SQUARE |