Fold 1 - Understanding why coefficient 6951085 was selected
Tag: KNITWEAR
Selected Coefficient: 6951085
Taxonomy Path: 1.1.13.12
Taxonomy Name:
Products with this tag: 22
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? |
|---|---|---|---|---|---|
| 6951085 | 15.000150 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 1805002 | 15.000152 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | No | |
| 4663937 | 15.000154 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 1212548 | 15.000871 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No | |
| -6951085 | 15.012048 | -1.1.13.12 | -12.13.1.1 (-(12*83^3 + 13*83^2 + 83 + 1)) | No | |
| 5669148 | 15.072289 | 82.76.75.9 | 9.75.76.82 (9*83^3 + 75*83^2 + 76*83 + 82) | No | |
| 0 | 16.000290 | 0 | 0 (0) | No | |
| 48223 | 16.000726 | 0.0.7 | 7.0.0 (7*83^2) | No | |
| 6351658 | 16.000726 | 0.0.9.11 | 11.9.0.0 (11*83^3 + 9*83^2) | No | |
| 9761881 | 21.000000 | 2.2.6.17 | 17.6.2.2 (17*83^3 + 6*83^2 + 2*83 + 2) | No | |
| -7144228 | 21.000000 | -3.4.41.12 | -12.41.4.3 (-(12*83^3 + 41*83^2 + 4*83 + 3)) | No |
These are the training products that have the "KNITWEAR" tag (processing sequence 4017). 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 |
|---|---|---|---|---|---|---|---|
| 10815 | Designer Knitted Dog Jumper Red/Black | 9761881 | none | 2810796 | COLOUR_RED | ||
| 29800 | Stud Knit - Ivory 26961 | 6951085 | none | 0 | none | ||
| 2337 | Marble Zebra Print Zip Jumper | 6951085 | none | 0 | FITS SIZE 18, MARBLE | ||
| 25586 | Norgay: Black | 6951085 | none | 0 | WARM SWEATER | ||
| 2395 | Saloos Paint Stroke Tunic | 6351658 | SALOOS | -599427 | FITS SIZE 18, TOPS | ||
| 23266 | TAILORED SLIT TROUSERS | 5669148 | BLOUSE, HANDMADE JEWELLERY | -1281937 | POCKET, JACKET, SHIRT, TROUSERS | ||
| 27093 | Essential Garment Dye Knit T-shirt - Army Green | Regular Fit | 4663937 | none | -2287148 | 50-75 | ||
| 25585 | Women's Full-zip Cardigan | 1805002 | none | -5146083 | WARM SWEATER | ||
| 29179 | Cascade Cardi | Cream | 1805002 | none | -5146083 | TOPS | ||
| 29845 | Hollywood Core Cardi - Navy 28391 | 1212548 | none | -5738537 | JACKET, CARDIGAN | ||
| 2396 | Saloos Sweatshirt & Joggers | 48223 | SALOOS | -6902862 | FITS SIZE 18, TROUSERS | ||
| 25595 | Hemingway Classic: Navy | 0 | ULTIMATE WARM SWEATER | -6951085 | none | ||
| 25591 | Hemingway Zip: Green | 0 | ULTIMATE WARM SWEATER | -6951085 | none | ||
| 25592 | Hemingway Zip: Grey | 0 | ULTIMATE WARM SWEATER | -6951085 | none | ||
| 25593 | Hemingway Zip: Navy | 0 | ULTIMATE WARM SWEATER | -6951085 | none | ||
| 25600 | Balto: Burgundy | -6951085 | BALTO, SWEATER | -13902170 | none | ||
| 25601 | Balto: Green | -6951085 | BALTO, SWEATER | -13902170 | none | ||
| 25599 | Balto: Navy | -6951085 | BALTO, SWEATER | -13902170 | none | ||
| 25598 | Balto: Navy/Red | -6951085 | BALTO, SWEATER | -13902170 | none | ||
| 25597 | Balto: Grey/Brown | -6951085 | BALTO, SWEATER | -13902170 | none | ||
| 25589 | Amundsen: Green | -6951085 | BALTO, ULTIMATE WARM SWEATER | -13902170 | none | ||
| 31225 | Leo Sweat Utility Cargos | -7144228 | JEGGINGS, JEANS, JOGGERS, BASEBALL CAP | -14095313 | CARDIGAN, TROUSERS, DISTRESSED, HOODED, HAT, BOTTOMS |