Fold 2 - Understanding why coefficient 4025525 was selected
Tag: NUGGETS WOMEN'S
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 7
Unique residual values tried: 5
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 | 2.000006 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 6490720 | 2.000006 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 6983759 | 2.000008 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| -74867036 | 5.000160 | -0.0.67.72.1 | -1.72.67.0.0 (-(38950081 + 72*79^3 + 67*79^2)) | No | |
| -493039 | 5.000160 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No |
These are the training products that have the "NUGGETS WOMEN'S" tag (processing sequence 2188). 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 |
|---|---|---|---|---|---|---|---|
| 1230 | Nuggets Women's Fleece Jumpshot Crew | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | none | |
| 1231 | Nuggets Women's L/S Hoody Tee | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | none | |
| 1232 | Nuggets Women's L/S Triple A Hooded Tee | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | none | |
| 1142 | 2023 S/S Somos Los Nuggets Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 1243 | Nuggets Women's V-Neck Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 1217 | Nuggets Ladies Leggings w/pockets | -493039 | KSENH | -4518564 | none | ||
| 1218 | Nuggets Ladies S/S Crop Top - Navy | -74867036 | KSENH | -78892561 | none |