Fold 1 - Understanding why coefficient -4025525 was selected
Tag: STYLE
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -4025525 | 5.000162 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -9448954 | 5.000164 | -1.1.13.19 | -19.13.1.1 (-(19*79^3 + 13*79^2 + 79 + 1)) | No | |
| -25044 | 5.000481 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 0 | 6.000160 | 0 | 0 (0) | No | |
| 31205 | 6.000320 | 0.0.5 | 5.0.0 (5*79^2) | No | |
| 6983759 | 7.000160 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 87454 | 7.000160 | 1.1.14 | 14.1.1 (14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts | No |
These are the training products that have the "STYLE" tag (processing sequence 4451). 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 |
|---|---|---|---|---|---|---|---|
| 977 | JH Mountains | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 11009284 | none | |
| 872 | Days Gone By Tiered Shorts | 87454 | Apparel & Accessories > Clothing > Shorts | none | 4112979 | none | |
| 1069 | Taylor | 31205 | SUMMER COLORS | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | CLASSIC | |
| 933 | Georgette Ruffle | 0 | CUTE DRESSES | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | FIGURE FLATTERING, CLASSIC, RETRO | |
| 957 | Good Legs Crop Mini Boot | 0 | JEANS | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | CLASSIC | |
| 1035 | Paige | -25044 | RAILS, SUMMER COLORS | 4000481 | FIGURE FLATTERING, CLASSIC, RETRO | ||
| 920 | Felize | -4025525 | EASY, TOPS | 0 | CLASSIC | ||
| 857 | Clarkson | -4025525 | EASY, TOPS | 0 | CLASSIC | ||
| 893 | Dolan | -9448954 | EASY, TOPS | -5423429 | FIGURE FLATTERING, CLASSIC, RETRO |