Fold 1 - Understanding why coefficient -5997681 was selected
Tag: TOPSBUTTON UP
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -5997681 | 4.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -11995362 | 6.000000 | -2.2.26.24 | -24.26.2.2 (-(24*79^3 + 26*79^2 + 2*79 + 2)) | No | |
| 574252 | 6.000000 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
These are the training products that have the "TOPSBUTTON UP" tag (processing sequence 2908). 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 | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 6571933 | none | |
| 877 | Desdemona | 0 | BUTTON DOWN SHIRT | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 993 | Kris Shirt | 0 | BUTTON DOWN SHIRT | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 1084 | Wylan | -5997681 | BUTTON DOWN SHIRT, CREAM | 0 | XIRENA CLOTHING | ||
| 894 | Dolivia | -5997681 | BUTTON DOWN SHIRT, ESSENTIEL ANTWERP | 0 | none | ||
| 870 | Daron Oversized Shirt | -5997681 | BUTTON DOWN SHIRT, ESSENTIEL ANTWERP | 0 | none | ||
| 900 | Dorothy | -11995362 | BLUE, BUTTON DOWN SHIRT, ESSENTIEL ANTWERP | -5997681 | none |