Fold 2 - Understanding why coefficient 1604017 was selected
Tag: BEACH
Selected Coefficient: 1604017
Taxonomy Path: 1.1.20.3
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Swim Boxers
Products with this tag: 15
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| 1604017 | 10.000004 | 1.1.20.3 | 3.20.1.1 (3*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | Yes |
| 1110978 | 10.000006 | 1.1.20.2 | 2.20.1.1 (2*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | No |
| 0 | 10.000481 | 0 | 0 (0) | No | |
| -1535286 | 10.000641 | -0.0.9.3 | -3.9.0.0 (-(3*79^3 + 9*79^2)) | No | |
| 62410 | 10.000641 | 0.0.10 | 10.0.0 (10*79^2) | No | |
| 10946714 | 10.000641 | 0.0.16.22 | 22.16.0.0 (22*79^3 + 16*79^2) | No | |
| 3432057211 | 13.000002 | 13.3.2.9.9.1 | 1.9.9.2.3.13 (3077056399 + 9*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | No |
| 505771 | 13.000002 | 13.3.2.1 | 1.2.3.13 (493039 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | No |
| 162517 | 13.012658 | 14.3.26 | 26.3.14 (26*79^2 + 3*79 + 14) | Home & Garden > Decor > Door Mats | No |
| 7124 | 13.012658 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| -511818669 | 14.000000 | -26.6.7.11.13 | -13.11.7.6.26 (-(13*79^4 + 11*79^3 + 7*79^2 + 6*79 + 26)) | No |
These are the training products that have the "BEACH" tag (processing sequence 763). 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 |
|---|---|---|---|---|---|---|---|
| 2968 | Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE! | 3432057211 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | none | 3430453194 | BEAUTY, BIO-DEGRADABLE, BIODEGRADABLE, COMPOSTABLE | |
| 1059 | Showpony | 10946714 | FASHION | 9342697 | none | ||
| 4445 | Tribal Marks Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | SUMMER SETS | |
| 4302 | Twigs Men's Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | SUMMER SETS | |
| 4437 | Tribal Diamond Men's Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | SUMMER SETS | |
| 4306 | Teal Tribal Cloth Swim Trunk | 1110978 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | -493039 | SUMMER SETS | |
| 4310 | Tiger Love Men's Swim Trunk | 1110978 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | -493039 | SUMMER SETS | |
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | -1098246 | INSECT BITES, MANUKA | |
| 8374 | Customised Hamptons Coastal Style Doormat | 162517 | Home & Garden > Decor > Door Mats | none | -1441500 | WELCOME | |
| 872 | Days Gone By Tiered Shorts | 62410 | FASHION | -1541607 | STYLE | ||
| 3087 | Earthware Natural Bamboo Straws | 7124 | Home & Garden > Kitchen & Dining > Barware | none | -1596893 | BIO-DEGRADABLE | |
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 0 | ORGANIC, ACNE, ALLERGY | -1604017 | ECZEMA, FIRST AID | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC, ACNE, ALLERGY, AROMATHERAPY, ARTHRITIS | -1604017 | ECZEMA, FIRST AID | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -1535286 | ORGANIC | -3139303 | BEAUTY, SUN | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -511818669 | DEODORANT, ACNE, AROMATHERAPY | -513422686 | MANUKA |