Fold 3 - Understanding why coefficient 2570982 was selected
Tag: SLEEVELESS SHIRT
Selected Coefficient: 2570982
Taxonomy Path: 1.1.13.7
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Shirts
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 2570982 | 1.000000 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | Yes |
| -2162589 | 3.000000 | -0.0.3.6 | -6.3.0.0 (-(6*71^3 + 3*71^2)) | No |
These are the training products that have the "SLEEVELESS SHIRT" tag (processing sequence 69). 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 | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | YELLOW, COTTON, SPO-NOTIFY-ME-DISABLED, VEST | |
| 8060 | Mens Motorcycle Biker Shirt Burgundy Cut Off Sleeveless Shirt Size Small only | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | COTTON, SPO-NOTIFY-ME-DISABLED | |
| 8129 | Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | COTTON, SPO-NOTIFY-ME-DISABLED | |
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | -2162589 | BLUE | -4733571 | SPO-NOTIFY-ME-DISABLED |