Fold 4 - 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: 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? |
|---|---|---|---|---|---|
| 816714 | 6.000204 | 1.1.20.2 | 2.20.1.1 (2*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | Yes |
| 1174625 | 6.000207 | 1.1.20.3 | 3.20.1.1 (3*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | No |
| 70646 | 6.000992 | 1.1.14 | 14.1.1 (14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts | No |
| 0 | 9.000198 | 0 | 0 (0) | No | |
| 5046041 | 9.000397 | 0.0.7.14 | 14.7.0.0 (14*71^3 + 7*71^2) | No | |
| 5836 | 11.000000 | 14.11.1 | 1.11.14 (5041 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| -368211 | 11.000000 | -5.3.2.1 | -1.2.3.5 (-(357911 + 2*71^2 + 3*71 + 5)) | No | |
| -741253 | 11.000000 | -13.3.5.2 | -2.5.3.13 (-(2*71^3 + 5*71^2 + 3*71 + 13)) | No |
These are the training products that have the "BEACH" tag (processing sequence 714). 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 | 5046041 | BLACK | 4229327 | ITALIAN, SWIM | ||
| 4302 | Twigs Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | TRUNKS | |
| 4445 | Tribal Marks Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | TRUNKS | |
| 4439 | Tribal Flower Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | TRUNKS | |
| 4310 | Tiger Love Men's Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | TRUNKS | |
| 4306 | Teal Tribal Cloth Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | TRUNKS | |
| 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 | |
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 0 | ORGANIC | -816714 | FIRST AID | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC, AROMATHERAPY, ARTHRITIS | -816714 | FIRST AID, JOINT FUNCTION | ||
| 7526 | Medium Clam Shell 2.5" | -368211 | BASE_GUMPASTE | -1184925 | TYPE_DECORATIONS | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -741253 | DEODORANT, AROMATHERAPY | -1557967 | MANUKA, SKIN INFECTION |