Fold 0 - Understanding why coefficient 81213 was selected
Tag: SPO-ENABLED
Selected Coefficient: 81213
Taxonomy Path: 1.1.13
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops
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? |
|---|---|---|---|---|---|
| 81213 | 2.000002 | 1.1.13 | 13.1.1 (13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops | Yes |
| 4025525 | 2.000002 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| -157872675 | 3.000000 | -23.4.16.4.4 | -4.4.16.4.23 (-(4*79^4 + 4*79^3 + 16*79^2 + 4*79 + 23)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SPO-ENABLED" tag (processing sequence 4402). 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 |
|---|---|---|---|---|---|---|---|
| 8011 | Mens Leather T Shirt Crew neck 1/4 zip up Nappa Sheepskin | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 3944312 | none | |
| 12339 | GERALDINE BLAZER | 81213 | Apparel & Accessories > Clothing > Clothing Tops | none | 0 | none | |
| 7994 | Mens Leather Baseball Jersey style in black with Snakeskin Trim Nappa Sheepskin | 0 | NAPPA SHEEPSKIN | -81213 | none | ||
| 17929 | Hadean Bamboo 2in1 | -157872675 | ELECTRIC-SKATEBOARDS, ROLLOVER PRODUCT | -157953888 | none |