Fold 1 - Understanding why coefficient 4718448 was selected
Tag: NUGGETS WOMEN'S
Selected Coefficient: 4718448
Taxonomy Path: 1.1.13.13
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Hoodies
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 4718448 | 2.000006 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | Yes |
| 2928893 | 2.000008 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 5076359 | 2.000008 | 1.1.13.14 | 14.13.1.1 (14*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| -48615404 | 4.000198 | -0.0.59.64.1 | -1.64.59.0.0 (-(25411681 + 64*71^3 + 59*71^2)) | No | |
| -357911 | 4.000198 | -0.0.0.1 | -1.0.0.0 (-(357911)) | No |
These are the training products that have the "NUGGETS WOMEN'S" tag (processing sequence 1784). 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 | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 357911 | none | |
| 1231 | Nuggets Women's L/S Hoody Tee | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none | |
| 1232 | Nuggets Women's L/S Triple A Hooded Tee | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none | |
| 1243 | Nuggets Women's V-Neck Tee | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -1789555 | none | |
| 1217 | Nuggets Ladies Leggings w/pockets | -357911 | KSENH | -5076359 | none | ||
| 1218 | Nuggets Ladies S/S Crop Top - Navy | -48615404 | KSENH | -53333852 | none |