Fold 3 - 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: 16
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? |
|---|---|---|---|---|---|
| 816714 | 10.000008 | 1.1.20.2 | 2.20.1.1 (2*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | Yes |
| 1174625 | 10.000008 | 1.1.20.3 | 3.20.1.1 (3*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | No |
| 0 | 12.000397 | 0 | 0 (0) | No | |
| -1119102 | 12.000595 | -0.0.9.3 | -3.9.0.0 (-(3*71^3 + 9*71^2)) | No | |
| 5030918 | 12.000595 | 0.0.4.14 | 14.4.0.0 (14*71^3 + 4*71^2) | No | |
| 2036165987 | 14.000003 | 13.3.2.9.9.1 | 1.9.9.2.3.13 (1804229351 + 9*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | No |
| 368219 | 14.000003 | 13.3.2.1 | 1.2.3.13 (357911 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | No |
| 131293 | 14.014085 | 14.3.26 | 26.3.14 (26*71^2 + 3*71 + 14) | Home & Garden > Decor > Door Mats | No |
| 5836 | 14.014085 | 14.11.1 | 1.11.14 (5041 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| -368211 | 15.000000 | -5.3.2.1 | -1.2.3.5 (-(357911 + 2*71^2 + 3*71 + 5)) | No | |
| -741253 | 15.000000 | -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 724). 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! | 2036165987 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | none | 2035349273 | BEAUTY, BIO-DEGRADABLE, BIODEGRADABLE, COMPOSTABLE, DRY SKIN | |
| 1059 | Showpony | 5030918 | BLACK, TAN | 4214204 | ITALIAN, SWIM | ||
| 4302 | Twigs Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | none | |
| 4437 | Tribal Diamond Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | none | |
| 4445 | Tribal Marks Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 357911 | none | |
| 4310 | Tiger Love Men's Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | none | |
| 4439 | Tribal Flower Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | none | |
| 4306 | Teal Tribal Cloth Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | none | |
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 368219 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | -448495 | INSECT BITES | |
| 8374 | Customised Hamptons Coastal Style Doormat | 131293 | Home & Garden > Decor > Door Mats | none | -685421 | STRIPED, WELCOME | |
| 3087 | Earthware Natural Bamboo Straws | 5836 | Home & Garden > Kitchen & Dining > Barware | none | -810878 | BIO-DEGRADABLE | |
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC, AROMATHERAPY, ARTHRITIS | -816714 | ECZEMA, FIRST AID, JOINT FUNCTION | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 0 | ORGANIC | -816714 | ECZEMA, FIRST AID | ||
| 7526 | Medium Clam Shell 2.5" | -368211 | BASE_GUMPASTE | -1184925 | none | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -741253 | DEODORANT, AROMATHERAPY | -1557967 | BODY OIL, SKIN CARE INGREDIENTS | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -1119102 | ORGANIC | -1935816 | BEAUTY, BODY OIL, SUN |