Fold 3 - Understanding why coefficient 816714 was selected
Tag: BEACH
Selected Coefficient: 816714
Taxonomy Path: 1.1.20.2
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Boardshorts
Products with this tag: 12
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 1174625 | 4.000210 | 1.1.20.3 | 3.20.1.1 (3*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | No |
| 816714 | 4.000210 | 1.1.20.2 | 2.20.1.1 (2*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | Yes |
| 7974934 | 4.000215 | 1.1.20.22 | 22.20.1.1 (22*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 70646 | 4.001389 | 1.1.14 | 14.1.1 (14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts | No |
| 0 | 9.000198 | 0 | 0 (0) | No | |
| 746068 | 9.000397 | 0.0.6.2 | 2.6.0.0 (2*71^3 + 6*71^2) | No | |
| 5836 | 11.000000 | 14.11.1 | 1.11.14 (5041 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
These are the training products that have the "BEACH" tag (processing sequence 484). 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 |
|---|---|---|---|---|---|---|---|
| 1059 | Showpony | 7974934 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7158220 | SWIM | |
| 4445 | Tribal Marks Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | none | |
| 4302 | Twigs Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | none | |
| 4437 | Tribal Diamond Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | none | |
| 4439 | Tribal Flower Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | none | |
| 4306 | Teal Tribal Cloth Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | none | |
| 4310 | Tiger Love Men's Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | none | |
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | 746068 | DEODORANT | -70646 | MANUKA, SKIN INFECTION | ||
| 872 | Days Gone By Tiered Shorts | 70646 | Apparel & Accessories > Clothing > Shorts | none | -746068 | none | |
| 3087 | Earthware Natural Bamboo Straws | 5836 | Home & Garden > Kitchen & Dining > Barware | none | -810878 | BIO-DEGRADABLE | |
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC | -816714 | ECZEMA, JOINT FUNCTION | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 0 | ORGANIC | -816714 | ECZEMA |