Fold 1 - 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: 13
Unique residual values tried: 10
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 | 7.000164 | 1.1.20.3 | 3.20.1.1 (3*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | Yes |
| 1110978 | 7.000166 | 1.1.20.2 | 2.20.1.1 (2*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | No |
| 87454 | 7.000801 | 1.1.14 | 14.1.1 (14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts | No |
| 505771 | 11.000002 | 13.3.2.1 | 1.2.3.13 (493039 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | No |
| 3432057211 | 11.000002 | 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 |
| -1535286 | 11.000160 | -0.0.9.3 | -3.9.0.0 (-(3*79^3 + 9*79^2)) | No | |
| 0 | 11.000160 | 0 | 0 (0) | No | |
| 162517 | 11.012658 | 14.3.26 | 26.3.14 (26*79^2 + 3*79 + 14) | Home & Garden > Decor > Door Mats | No |
| 7124 | 11.012658 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| -505763 | 12.000000 | -5.3.2.1 | -1.2.3.5 (-(493039 + 2*79^2 + 3*79 + 5)) | No |
These are the training products that have the "BEACH" tag (processing sequence 760). 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 | |
| 4302 | Twigs Men's Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | POOL PARTY | |
| 4445 | Tribal Marks Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | POOL PARTY | |
| 4437 | Tribal Diamond Men's Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | POOL PARTY | |
| 4306 | Teal Tribal Cloth Swim Trunk | 1110978 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | -493039 | POOL PARTY | |
| 4439 | Tribal Flower Swim Trunk | 1110978 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | -493039 | POOL PARTY | |
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | -1098246 | INSECT BITES, MANUKA, TOPICAL REMEDIES | |
| 8374 | Customised Hamptons Coastal Style Doormat | 162517 | Home & Garden > Decor > Door Mats | none | -1441500 | WELCOME | |
| 872 | Days Gone By Tiered Shorts | 87454 | Apparel & Accessories > Clothing > Shorts | none | -1516563 | STYLE | |
| 3087 | Earthware Natural Bamboo Straws | 7124 | Home & Garden > Kitchen & Dining > Barware | none | -1596893 | BIO-DEGRADABLE | |
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC, ACNE, ALLERGY, ANTISEPTIC, AROMATHERAPY, ARTHRITIS | -1604017 | ECZEMA, FIRST AID, JOINT FUNCTION, TOPICAL REMEDIES | ||
| 7526 | Medium Clam Shell 2.5" | -505763 | BASE_GUMPASTE | -2109780 | TYPE_DECORATIONS | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -1535286 | ORGANIC | -3139303 | BEAUTY, BODY OIL, SUN |