Fold 0 - 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: 10
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 | 5.000204 | 1.1.20.2 | 2.20.1.1 (2*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | Yes |
| 1174625 | 5.000204 | 1.1.20.3 | 3.20.1.1 (3*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | No |
| 70646 | 5.000793 | 1.1.14 | 14.1.1 (14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts | No |
| 0 | 7.014283 | 0 | 0 (0) | No | |
| -1119102 | 7.014283 | -0.0.9.3 | -3.9.0.0 (-(3*71^3 + 9*71^2)) | No | |
| 203585968 | 7.028169 | 0.2.58.0.8 | 8.0.58.2.0 (8*71^4 + 58*71^2 + 2*71) | No | |
| 368219 | 9.000000 | 13.3.2.1 | 1.2.3.13 (357911 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | No |
| 5836 | 9.000000 | 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 483). 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 |
|---|---|---|---|---|---|---|---|
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 203585968 | ORGANIC, ACNE, ALLERGY, ANTISEPTIC, ARTHRITIS | 202769254 | FIRST AID, HOUSEHOLD INGREDIENTS, TOPICAL REMEDIES | ||
| 4302 | Twigs Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | POOL PARTY | |
| 4437 | Tribal Diamond Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | 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 | |
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 368219 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | -448495 | INSECT BITES, MANUKA, TOPICAL REMEDIES | |
| 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 | |
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | 0 | DEODORANT, ACNE, ANTISEPTIC | -816714 | MANUKA | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -1119102 | ORGANIC | -1935816 | none |