Fold 0 - Understanding why coefficient 6951085 was selected
Tag: SWEATER
Selected Coefficient: 6951085
Taxonomy Path: 1.1.13.12
Taxonomy Name:
Products with this tag: 20
Unique residual values tried: 6
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 | 6.000005 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 1805002 | 6.000023 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | No | |
| 7522872 | 6.000023 | 1.1.13.13 | 13.13.1.1 (13*83^3 + 13*83^2 + 83 + 1) | No | |
| 8094659 | 6.000023 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 15.000000 | 0 | 0 (0) | No | |
| -27640 | 19.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No |
These are the training products that have the "SWEATER" tag (processing sequence 2889). 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 |
|---|---|---|---|---|---|---|---|
| 28292 | King Otherwise Known As Grandpa Sweatshirt | 8094659 | none | 1143574 | SWEATSHIRT, FASHION BOUTIQUE | ||
| 21477 | BARRON BRT Perfomance Hoodie | 7522872 | none | 571787 | none | ||
| 10404 | Scallop Collar Sweater - Beige | 6951085 | none | 0 | none | ||
| 10405 | Savannah Sweater - Black | 6951085 | none | 0 | none | ||
| 10468 | Happy Sweater - Navy | 6951085 | none | 0 | none | ||
| 10480 | Chain Stitch Sweater - Navy | 6951085 | none | 0 | none | ||
| 10511 | Basic Blouson Sweater - Grey | 6951085 | none | 0 | none | ||
| 10528 | Alice Sweater - Camel | 6951085 | none | 0 | none | ||
| 10529 | Alice Sweater - Black | 6951085 | none | 0 | none | ||
| 32348 | GREEN LEOPARD FACE KNIT SWEATER | 6951085 | none | 0 | WORK FALL TOP | ||
| 6086 | COOGI: STARBUST CREWNECK SWEATER | 6951085 | none | 0 | none | ||
| 29951 | Emmet Fox "Love Enough" Crew Neck Sweater | 6951085 | none | 0 | none | ||
| 354 | Twist Back Sweater | 6951085 | none | 0 | none | ||
| 1021 | Moss Stripe Cardi | 1805002 | none | -5146083 | none | ||
| 25598 | Balto: Navy/Red | 0 | BALTO | -6951085 | KNITWEAR, CREW | ||
| 25601 | Balto: Green | 0 | BALTO | -6951085 | KNITWEAR, CREW | ||
| 27890 | Claire Jumpsuit | 0 | JUMPSUITS | -6951085 | COZY | ||
| 25600 | Balto: Burgundy | 0 | BALTO | -6951085 | KNITWEAR, CREW | ||
| 25597 | Balto: Grey/Brown | 0 | BALTO | -6951085 | KNITWEAR, CREW | ||
| 27944 | Laurel Dress -Nursing | -27640 | FITTED DRESS, CAREER | -6978725 | none |