Fold 0 - Understanding why coefficient 65605 was selected
Tag: STRIPED
Selected Coefficient: 65605
Taxonomy Path: 1.1.13
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 65605 | 2.000198 | 1.1.13 | 13.1.1 (13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops | Yes |
| 1456921 | 2.000198 | 1.1.5.4 | 4.5.1.1 (4*71^3 + 5*71^2 + 71 + 1) | No | |
| -1043332 | 3.000000 | -58.68.64.2 | -2.64.68.58 (-(2*71^3 + 64*71^2 + 68*71 + 58)) | No | |
| 131293 | 3.000000 | 14.3.26 | 26.3.14 (26*71^2 + 3*71 + 14) | Home & Garden > Decor > Door Mats | No |
These are the training products that have the "STRIPED" tag (processing sequence 2177). 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 |
|---|---|---|---|---|---|---|---|
| 847 | Cecily Dress | 1456921 | FUN SUMMER COLORS | 1391316 | none | ||
| 8373 | Design Your Own Doormat with TEXT ONLY | 131293 | Home & Garden > Decor > Door Mats | none | 65688 | none | |
| 831 | Beau Shirt: Stripe | 65605 | Apparel & Accessories > Clothing > Clothing Tops | SHIRT | 0 | STRIPES | |
| 8374 | Customised Hamptons Coastal Style Doormat | -1043332 | BEACH | -1108937 | WELCOME |