Fold 4 - Understanding why coefficient 1123460 was selected
Tag: PATTERN
Selected Coefficient: 1123460
Taxonomy Path: 1.1.22.2
Taxonomy Name: Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses
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? |
|---|---|---|---|---|---|
| 1123460 | 2.000160 | 1.1.22.2 | 2.22.1.1 (2*79^3 + 22*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | Yes |
| 5997681 | 2.000160 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 992480 | 3.000000 | 3.2.1.2 | 2.1.2.3 (2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | No |
These are the training products that have the "PATTERN" tag (processing sequence 2278). 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 |
|---|---|---|---|---|---|---|---|
| 11331 | Coachillin' | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | ATHLETIC | 4874221 | none | |
| 1008 | Marika | 1123460 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | FLORAL PATTERS | 0 | none | |
| 13996 | Beauty | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | AUSTRALIAN MADE, BANANA LEAF | -130980 | none | |
| 14048 | Desire | 0 | AUSTRALIAN MADE | -1123460 | none |