Fold 2 - Understanding why coefficient -357911 was selected
Tag: BUTTON DOWN SHIRT
Selected Coefficient: -357911
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -357911 | 2.000000 | -0.0.0.1 | -1.0.0.0 (-(357911)) | Yes | |
| 2570982 | 2.000000 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "BUTTON DOWN SHIRT" tag (processing sequence 811). 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 |
|---|---|---|---|---|---|---|---|
| 877 | Desdemona | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | BUTTON DWN, PATCHWORK, TOPSBUTTON UP |
| 1084 | Wylan | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | BUTTON DWN, CREAM, TOPSBUTTON UP |
| 870 | Daron Oversized Shirt | -357911 | OVERSIZED | 0 | ESSENTIEL ANTWERP, TOPSBUTTON UP | ||
| 894 | Dolivia | -357911 | WHITE | 0 | BUTTON DWN, ESSENTIEL ANTWERP, TOPSBUTTON UP |