Fold 3 - Understanding why coefficient 15 was selected
Tag: CROSSBODY
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 15 | 1.000000 | 15 | 15 (15) | Luggage & Bags | Yes |
| -1042 | 2.000000 | -15.13 | -13.15 (-(13*79 + 15)) | No |
These are the training products that have the "CROSSBODY" tag (processing sequence 1140). 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 |
|---|---|---|---|---|---|---|---|
| 4507 | VALENTINO GARAVANI MEDIUM CANDYSTUD TOP-HANDLE BAG | 15 | Luggage & Bags | none | 0 | none | |
| 9860 | Brooklyn | Brown Purse | 15 | Luggage & Bags | none | 0 | HANDBAGS | |
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | -1042 | HANDBAG, BAGS | -1057 | LUNA |