Fold 1 - Understanding why coefficient 443751 was selected
Tag: ACCESSORIES
Selected Coefficient: 443751
Taxonomy Path: 1.2.17.1
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps
Products with this tag: 42
Unique residual values tried: 18
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? |
|---|---|---|---|---|---|
| 443751 | 23.085111 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 1875395 | 23.085122 | 1.2.17.5 | 5.17.2.1 (5*71^3 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | No |
| 136250 | 23.086689 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
| 143 | 23.086888 | 1.2 | 2.1 (2*71 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 55878 | 23.211664 | 1.6.11 | 11.6.1 (11*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Watches | No |
| 40755 | 23.211664 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 1164543 | 23.239437 | 1.1.18.3 | 3.18.1.1 (3*71^3 + 18*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | No |
| 0 | 29.014283 | 0 | 0 (0) | No | |
| -4315096 | 29.016267 | -0.0.4.12 | -12.4.0.0 (-(12*71^3 + 4*71^2)) | No | |
| -2510063 | 29.169014 | -0.66.0.7 | -7.0.66.0 (-(7*71^3 + 66*71)) | No | |
| 15351 | 37.042254 | 15.3.3 | 3.3.15 (3*71^2 + 3*71 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | No |
| 938 | 37.042254 | 15.13 | 13.15 (13*71 + 15) | Luggage & Bags > Tote Bags | No |
| 15 | 37.056338 | 15 | 15 (15) | Luggage & Bags | No |
| 18 | 40.014085 | 18 | 18 (18) | Office Supplies | No |
| 20466 | 40.014085 | 18.4.4 | 4.4.18 (4*71^2 + 4*71 + 18) | Office Supplies > General Office Supplies > Labels & Tags | No |
| -725 | 41.000000 | -15.10 | -10.15 (-(10*71 + 15)) | No | |
| 1437764 | 41.000000 | 14.15.1.4 | 4.1.15.14 (4*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| 15535 | 41.000000 | 57.5.3 | 3.5.57 (3*71^2 + 5*71 + 57) | No |
These are the training products that have the "ACCESSORIES" tag (processing sequence 175). 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 |
|---|---|---|---|---|---|---|---|
| 740 | Manoa Bucket Hat Unisex - Infrared|-|Chapeau cloche Manoa Unisexe - Infrarouge | 1875395 | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | none | 1431644 | none | |
| 709 | Manoa Bucket Hat Unisex - Dark Navy|-|Chapeau cloche Manoa Unisexe - Marine foncé | 1875395 | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | none | 1431644 | none | |
| 710 | Manoa Bucket Hat Unisex - Juniper Green|-|Chapeau cloche Manoa Unisexe - Genévrier | 1875395 | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | none | 1431644 | none | |
| 649 | Bonfim Blanket Unisex - Juniper Green|-|Couverture Bonfim Unisexe - Genévrier | 1437764 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 994013 | none | |
| 5430 | Wiley Red Streaks - Crew Socks - red on white | 1164543 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 720792 | ALL OVER PRINT, AOP CLOTHING | |
| 5431 | Wiley Red Streaks - Crew Socks - white on red | 1164543 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 720792 | ALL OVER PRINT, AOP CLOTHING | |
| 292 | Babygirl Cap | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | HATS | |
| 697 | Knowlton Cap Unisex - Sahara|-|Casquette Knowlton Unisexe - Sahara | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 698 | Knowlton Cap Unisex - Spruce Green|-|Casquette Knowlton Unisexe - Épinette verte | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 277 | Alycia Mikay Imprint Baseball Cap | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | HATS | |
| 694 | Knowlton Cap Unisex - Black|-|Casquette Knowlton Unisexe - Noir | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 674 | Foz 5 Panel Cap Unisex - Cloud Grey|-|Casquette à 5 panneaux Foz - Gris cumulus | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 675 | Foz 5 Panel Cap Unisex - Reef Teal|-|Casquette à 5 panneaux Foz - Sarcelle océanique | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 1714 | CLOTH - CHOOSE TO SHINE | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | -307501 | none | |
| 1713 | CLOTH - YOU ARE AMAZING | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | -307501 | none | |
| 1532 | G-Shock GWM5610-1 Watch - Black | 55878 | Apparel & Accessories > Jewelry > Watches | none | -387873 | ACCESSORY-SIZE-ONE-SIZE | |
| 1565 | Casio MDV-106B-1A1V Watch - Black | 55878 | Apparel & Accessories > Jewelry > Watches | none | -387873 | ACCESSORY-SIZE-ONE-SIZE | |
| 1757 | Hayman Gold Sunglass Chain | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | -402996 | none | |
| 2398 | Short Hammered Double Heart Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | -402996 | none | |
| 5348 | West Vigo HS Vikings Surf Shop - Sticker (Indoor/Outdoor) | 20466 | Office Supplies > General Office Supplies > Labels & Tags | none | -423285 | STICKERS | |
| 382 | Matte Onyx Bracelet | 15535 | GOLD | -428216 | none | ||
| 278 | Alycia Mikay Makeup Bag | 15351 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | -428400 | ALL OVER PRINT | |
| 249 | Accessory Pouch | 15351 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | -428400 | ALL OVER PRINT, MADE IN USA | |
| 2322 | Red Cuckoo Shoulder Bag | 938 | Luggage & Bags > Tote Bags | none | -442813 | none | |
| 790 | Todds Tote Bag Unisex - Dark Navy|-|Sac fourretout Todds Unisexe - Marine foncé | 938 | Luggage & Bags > Tote Bags | none | -442813 | none | |
| 1712 | CLOTH - SEE THE GOOD | 143 | Apparel & Accessories > Clothing Accessories | none | -443608 | none | |
| 5392 | Wiley HS Red Streaks - center court design - Sticker (Indoor/Outdoor) | 18 | Office Supplies | none | -443733 | STICKERS | |
| 2367 | Plain Clutch Bag | 15 | Luggage & Bags | none | -443736 | none | |
| 4551 | Reversible Inye/Kofi Head Wrap African Print | 0 | REVERSIBLE | -443751 | BEST SELLER, STATEMENT, SV | ||
| 4553 | Reversible Milochi Head Wrap African Print | 0 | REVERSIBLE | -443751 | APPAREL, FEATURED, STATEMENT, SV | ||
| 4556 | Reversible Ulo/Ife Head Wrap African Print | 0 | REVERSIBLE | -443751 | BEST SELLER, STATEMENT, SV | ||
| 4557 | Reversible Une/Naetochu Head Wrap African Print | 0 | REVERSIBLE | -443751 | BEST SELLER, STATEMENT, SV | ||
| 4559 | Reversible Zain/Eind Head Wrap African Print | 0 | REVERSIBLE | -443751 | BEST SELLER, STATEMENT, SV | ||
| 1644 | Parts of 4 Deco Earring - Gold/Silver | 0 | EARRINGS | -443751 | ACCESSORY-SIZE-ONE-SIZE | ||
| 4552 | Reversible Mianu/Issa Head Wrap African Print | 0 | REVERSIBLE | -443751 | STATEMENT, SV | ||
| 4545 | Reversible Adeben/Naetochu Head Wrap African Print | 0 | REVERSIBLE | -443751 | BEST SELLER, STATEMENT, SV | ||
| 4546 | Reversible Amai/Soludo Head Wrap African Print | 0 | REVERSIBLE | -443751 | BEST SELLER, STATEMENT, SV | ||
| 4549 | Reversible Geryia Head Wrap African Print | 0 | REVERSIBLE | -443751 | APPAREL, FEATURED, STATEMENT, SV | ||
| 4550 | Reversible Ikeogu/Taj Head Wrap African Print | 0 | REVERSIBLE | -443751 | BEST SELLER, STATEMENT, SV | ||
| 4558 | Reversible Wensi Head Wrap African Print | -725 | REVERSIBLE, WENSI | -444476 | BEST SELLER, FEATURED, STATEMENT, SV | ||
| 1598 | G-Shock GS-GA2110SC4A Watch - Orange/Green | -2510063 | GREEN | -2953814 | ACCESSORY-SIZE-ONE-SIZE | ||
| 1069 | Taylor | -4315096 | CASUAL | -4758847 | BEST SELLER, SUMMER COLORS |