Fold 4 - Understanding why coefficient -423516 was selected
Tag: TOPSBUTTON UP
Selected Coefficient: -423516
Taxonomy Path: -1.1.13.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -423516 | 3.014085 | -1.1.13.1 | -1.13.1.1 (-(357911 + 13*71^2 + 71 + 1)) | Yes | |
| -20591 | 3.028169 | -1.6.4 | -4.6.1 (-(4*71^2 + 6*71 + 1)) | No | |
| -4784053 | 5.000000 | -2.2.26.13 | -13.26.2.2 (-(13*71^3 + 26*71^2 + 2*71 + 2)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 423516 | 5.000000 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
These are the training products that have the "TOPSBUTTON UP" tag (processing sequence 1315). 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 |
|---|---|---|---|---|---|---|---|
| 966 | Hunter: White | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 847032 | none | |
| 993 | Kris Shirt | 0 | BUTTON DOWN SHIRT | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | |
| 877 | Desdemona | -20591 | BUTTON DOWN SHIRT, ESSENTIEL | 402925 | none | ||
| 870 | Daron Oversized Shirt | -423516 | BUTTON DOWN SHIRT, ESSENTIEL ANTWERP | 0 | none | ||
| 900 | Dorothy | -423516 | BUTTON DOWN SHIRT, ESSENTIEL ANTWERP | 0 | none | ||
| 894 | Dolivia | -4784053 | WHITE, BUTTON DOWN SHIRT, ESSENTIEL ANTWERP | -4360537 | none |