Fold 1 - Understanding why coefficient -3532486 was selected
Tag: DRESS SHIRT
Selected Coefficient: -3532486
Taxonomy Path: -1.1.13.7
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -3532486 | 1.000000 | -1.1.13.7 | -7.13.1.1 (-(7*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 6983759 | 1.000000 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
These are the training products that have the "DRESS SHIRT" tag (processing sequence 3263). 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 |
|---|---|---|---|---|---|---|---|
| 6840 | Grey Oversized Sweatshirt | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 10516245 | OUTERWEAR | |
| 8000 | Mens Python Shirt Snakeskin Embossed Nappa Sheepskin Leather Shirt | -3532486 | NAPPA SHEEPSKIN, META-SIZE-CHART-SIZE-CHART-LEATHER-SHIRTS | 0 | XL |