Fold 2 - Understanding why coefficient 805 was selected
Tag: HANDBAG
Selected Coefficient: 805
Taxonomy Path: 15.10
Taxonomy Name: Luggage & Bags > Messenger Bags
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 805 | 1.025316 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | Yes |
| 15 | 1.050633 | 15 | 15 (15) | Luggage & Bags | No |
| 1042 | 1.050633 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| -5997666 | 5.000000 | -65.0.13.12 | -12.13.0.65 (-(12*79^3 + 13*79^2 + 65)) | No |
These are the training products that have the "HANDBAG" tag (processing sequence 74). 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 |
|---|---|---|---|---|---|---|---|
| 1453 | Carla | 1042 | Luggage & Bags > Tote Bags | none | 237 | none | |
| 5032 | Farrah | 805 | Luggage & Bags > Messenger Bags | none | 0 | none | |
| 9474 | LUNA: OLIVE MULTI WAY HANDBAG | 805 | Luggage & Bags > Messenger Bags | none | 0 | BAGS, CROSSBODY, LUNA | |
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | 805 | Luggage & Bags > Messenger Bags | none | 0 | BAGS, CROSSBODY, LUNA | |
| 1454 | Madina | 15 | Luggage & Bags | none | -790 | none | |
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | -5997666 | PINK | -5998471 | BAGS, CROSSBODY, LUNA |