Fold 1 - Understanding why coefficient 15 was selected
Tag: CROSSBODY
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
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? |
|---|---|---|---|---|---|
| 15 | 1.012658 | 15 | 15 (15) | Luggage & Bags | Yes |
| 805 | 1.037975 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "CROSSBODY" tag (processing sequence 2597). 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 |
|---|---|---|---|---|---|---|---|
| 9474 | LUNA: OLIVE MULTI WAY HANDBAG | 805 | Luggage & Bags > Messenger Bags | none | 790 | BAGS | |
| 4507 | VALENTINO GARAVANI MEDIUM CANDYSTUD TOP-HANDLE BAG | 15 | Luggage & Bags | none | 0 | none | |
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | 15 | Luggage & Bags | none | 0 | BAGS | |
| 9860 | Brooklyn | Brown Purse | 15 | Luggage & Bags | none | 0 | HANDBAGS, TRENDING | |
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | 0 | CARAMEL | -15 | BAGS |