Fold 3 - Understanding why coefficient 20236 was selected
Tag: APPAREL
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 17
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? |
|---|---|---|---|---|---|
| 20236 | 10.000595 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 2928893 | 10.000793 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 13.000201 | 0 | 0 (0) | No | |
| 357911 | 13.000204 | 0.0.0.1 | 1.0.0.0 (357911) | No | |
| 356106322 | 13.000595 | 0.0.68.0.14 | 14.0.68.0.0 (14*71^4 + 68*71^2) | No | |
| -443751 | 14.000000 | -1.2.17.1 | -1.17.2.1 (-(357911 + 17*71^2 + 2*71 + 1)) | No | |
| 4 | 15.000000 | 4 | 4 (4) | Baby & Toddler | No |
| 1437764 | 16.000000 | 14.15.1.4 | 4.1.15.14 (4*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
These are the training products that have the "APPAREL" tag (processing sequence 234). 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 |
|---|---|---|---|---|---|---|---|
| 1514 | CHECKER QUILT JACKET BY SAJ | 356106322 | TOP | 356086086 | BABY, CHILDREN | ||
| 5156 | Staring at my beard T-Shirt | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 2908657 | none | |
| 4039 | Mr. Genocide | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 2908657 | UNISEX / MEN'S | |
| 4006 | Ghostbusters | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 2908657 | UNISEX / MEN'S | |
| 1520 | CHECK MATE BLANKET | 1437764 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 1417528 | BABY, CHILDREN, TABLEWARE | |
| 45 | Patriotic ‘AMERICA’ Women's Racerback Tank | 357911 | T-SHIRT | 337675 | none | ||
| 1483 | Zoe Dress in Mod Floral | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | DRESSES, VERISHOP | |
| 1460 | Aniela Dress in Blush | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | DRESSES, VERISHOP | |
| 1526 | 60s Floral Jacquard Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | DRESSES | |
| 1484 | Zoe Dress in Gingham | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | DRESSES, VERISHOP | |
| 1524 | EMERSON SLEEPER - BIG POLKA / PEWTER | 4 | Baby & Toddler | none | -20232 | CHILDREN | |
| 1513 | CHECKERED BABY HOODIE | 4 | Baby & Toddler | none | -20232 | CHILDREN | |
| 46 | Patriotic ‘Thin Blue America’ Capri Leggings | 0 | LEGGINGS | -20236 | none | ||
| 44 | Patriotic ‘AMERICA’ Women’s Crop Tee | 0 | CROP TOP, SHIRT | -20236 | none | ||
| 4548 | Reversible Friarachi Head Wrap African Print | -443751 | REVERSIBLE, ACCESSORIES | -463987 | BEST SELLER, FEATURED | ||
| 4553 | Reversible Milochi Head Wrap African Print | -443751 | REVERSIBLE, ACCESSORIES | -463987 | FEATURED | ||
| 4549 | Reversible Geryia Head Wrap African Print | -443751 | REVERSIBLE, ACCESSORIES | -463987 | FEATURED |