Fold 4 - Understanding why coefficient 1110978 was selected
Tag: BEACH
Selected Coefficient: 1110978
Taxonomy Path: 1.1.20.2
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Boardshorts
Products with this tag: 12
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 1110978 | 5.000166 | 1.1.20.2 | 2.20.1.1 (2*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | Yes |
| 1604017 | 5.000168 | 1.1.20.3 | 3.20.1.1 (3*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | No |
| 10971758 | 5.000170 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 87454 | 5.000961 | 1.1.14 | 14.1.1 (14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts | No |
| 0 | 9.000160 | 0 | 0 (0) | No | |
| 1023524 | 9.000320 | 0.0.6.2 | 2.6.0.0 (2*79^3 + 6*79^2) | No | |
| -505763 | 11.000000 | -5.3.2.1 | -1.2.3.5 (-(493039 + 2*79^2 + 3*79 + 5)) | No | |
| 7124 | 11.000000 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
These are the training products that have the "BEACH" tag (processing sequence 774). 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 | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 9860780 | SWIM, TAN | |
| 4445 | Tribal Marks Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 493039 | none | |
| 4302 | Twigs Men's Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 493039 | none | |
| 4439 | Tribal Flower Swim Trunk | 1110978 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | none | |
| 4306 | Teal Tribal Cloth Swim Trunk | 1110978 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | none | |
| 4310 | Tiger Love Men's Swim Trunk | 1110978 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | none | |
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | 1023524 | DEODORANT | -87454 | MANUKA, SKIN INFECTION | ||
| 872 | Days Gone By Tiered Shorts | 87454 | Apparel & Accessories > Clothing > Shorts | none | -1023524 | none | |
| 3087 | Earthware Natural Bamboo Straws | 7124 | Home & Garden > Kitchen & Dining > Barware | none | -1103854 | BIO-DEGRADABLE | |
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 0 | ORGANIC | -1110978 | FIRST AID | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC | -1110978 | FIRST AID | ||
| 7526 | Medium Clam Shell 2.5" | -505763 | BASE_GUMPASTE | -1616741 | TYPE_DECORATIONS |