Fold 4 - Understanding why coefficient -710 was selected
Tag: CROSSBODY
Selected Coefficient: -710
Taxonomy Path: -0.10
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -710 | 1.014085 | -0.10 | -10.0 (-(10*71)) | Yes | |
| 0 | 1.014085 | 0 | 0 (0) | No | |
| 15 | 2.000000 | 15 | 15 (15) | Luggage & Bags | No |
These are the training products that have the "CROSSBODY" tag (processing sequence 987). 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 |
|---|---|---|---|---|---|---|---|
| 9860 | Brooklyn | Brown Purse | 15 | Luggage & Bags | none | 725 | Luggage & Bags > Messenger Bags | HANDBAGS, TRENDING |
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | 0 | HANDBAG | 710 | none | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | -710 | HANDBAG | 0 | none |