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 | 5.000207 | 1.1.20.2 | 2.20.1.1 (2*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | Yes |
| 1174625 | 5.000210 | 1.1.20.3 | 3.20.1.1 (3*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | No |
| 7974934 | 5.000212 | 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 | 5.001190 | 1.1.14 | 14.1.1 (14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts | No |
| 0 | 8.000397 | 0 | 0 (0) | No | |
| 746068 | 8.000595 | 0.0.6.2 | 2.6.0.0 (2*71^3 + 6*71^2) | No | |
| -1119102 | 8.000595 | -0.0.9.3 | -3.9.0.0 (-(3*71^3 + 9*71^2)) | No | |
| 368219 | 11.000000 | 13.3.2.1 | 1.2.3.13 (357911 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | No |
These are the training products that have the "BEACH" tag (processing sequence 471). 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 | none | |
| 4302 | Twigs Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | POOL PARTY | |
| 4445 | Tribal Marks Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | POOL PARTY | |
| 4439 | Tribal Flower Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | POOL PARTY | |
| 4310 | Tiger Love Men's Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | POOL PARTY | |
| 4306 | Teal Tribal Cloth Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | POOL PARTY | |
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | 746068 | DEODORANT | -70646 | MANUKA, SKIN INFECTION | ||
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 368219 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | -448495 | INSECT BITES, MANUKA | |
| 872 | Days Gone By Tiered Shorts | 70646 | Apparel & Accessories > Clothing > Shorts | none | -746068 | none | |
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 0 | ORGANIC | -816714 | FIRST AID | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC | -816714 | FIRST AID | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -1119102 | ORGANIC | -1935816 | WINTER |