Fold 1 - Understanding why coefficient 6402 was selected
Tag: SKULL
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 6402 | 3.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 159 | 5.025316 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 6558 | 5.025316 | 1.4.1 | 1.4.1 (6241 + 4*79 + 1) | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | No |
| 56644 | 5.025316 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
These are the training products that have the "SKULL" tag (processing sequence 37). 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 |
|---|---|---|---|---|---|---|---|
| 8221 | Skull & Rose silver ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 50242 | ROSE | |
| 5222 | Handmade Resin Crow Skull Keychain Blue/Grey | 6558 | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | none | 156 | RESIN | |
| 5206 | Handmade Resin Skull Teal | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | RESIN | |
| 5207 | Handmade Resin Skull Purple Glitter | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | RESIN | |
| 5131 | Handmade Resin Raven Skull Blue/Purple | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | RESIN | |
| 5221 | Handmade Resin Skull Red Glitter | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | RESIN | |
| 5188 | Handmade Resin Skull on Burned Wood | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | RESIN | |
| 5223 | Handmade Resin Crow Skull Keychain Blue | 159 | Apparel & Accessories > Clothing Accessories | none | -6243 | RESIN |