Fold 0 - Understanding why coefficient 2197948 was selected
Tag: SLEEVELESS SHIRT
Selected Coefficient: 2197948
Taxonomy Path: 1.1.10.6
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Vests
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? |
|---|---|---|---|---|---|
| 2197948 | 1.014283 | 1.1.10.6 | 6.10.1.1 (6*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Vests | Yes |
| 2570982 | 1.014283 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 11352475 | 1.028169 | 1.2.51.31 | 31.51.2.1 (31*71^3 + 51*71^2 + 2*71 + 1) | No | |
| -3286804 | 3.000000 | -1.1.13.9 | -9.13.1.1 (-(9*71^3 + 13*71^2 + 71 + 1)) | No |
These are the training products that have the "SLEEVELESS SHIRT" tag (processing sequence 138). 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 |
|---|---|---|---|---|---|---|---|
| 8045 | Mens Motorcycle Biker Shirt Fluorescent Yellow Cut Off Size Small | 11352475 | NEON, YELLOW | 9154527 | 2XL, BUTTON UP, VEST | ||
| 8129 | Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 373034 | BIKER VEST, 2XL, BUTTON UP | |
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | 2197948 | Apparel & Accessories > Clothing > Outerwear > Vests | none | 0 | BIKER VEST, BUTTON UP | |
| 7955 | CD D C Womens Daisy Duke Motorcycle Denim Sleeveless Cropped Tied Button Front Top | -3286804 | BLACK, WHITE | -5484752 | DENIM, 2XL, XS |