Fold 3 - Understanding why coefficient -4360537 was selected
Tag: TOPSBUTTON UP
Selected Coefficient: -4360537
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -4360537 | 2.014085 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -20591 | 2.028169 | -1.6.4 | -4.6.1 (-(4*71^2 + 6*71 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "TOPSBUTTON UP" tag (processing sequence 1336). 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 |
|---|---|---|---|---|---|---|---|
| 993 | Kris Shirt | 0 | BUTTON DOWN SHIRT | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 1084 | Wylan | 0 | BUTTON DOWN SHIRT | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | XIRENA CLOTHING | |
| 877 | Desdemona | -20591 | BUTTON DOWN SHIRT, ESSENTIEL | 4339946 | none | ||
| 870 | Daron Oversized Shirt | -4360537 | BUTTON DOWN SHIRT, ESSENTIEL ANTWERP | 0 | none | ||
| 900 | Dorothy | -4360537 | BUTTON DOWN SHIRT, ESSENTIEL ANTWERP | 0 | none |