Fold 3 - Understanding why coefficient 725 was selected
Tag: PEARL
Selected Coefficient: 725
Taxonomy Path: 15.10
Taxonomy Name: Luggage & Bags > Messenger Bags
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 725 | 3.014085 | 15.10 | 10.15 (10*71 + 15) | Luggage & Bags > Messenger Bags | Yes |
| 938 | 3.014085 | 15.13 | 13.15 (13*71 + 15) | Luggage & Bags > Tote Bags | No |
| 131209 | 4.000000 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 2177697 | 4.000000 | 56.70.5.6 | 6.5.70.56 (6*71^3 + 5*71^2 + 70*71 + 56) | No | |
| 77001332 | 4.000000 | 57.0.10.2.3 | 3.2.10.0.57 (3*71^4 + 2*71^3 + 10*71^2 + 57) | No |
These are the training products that have the "PEARL" tag (processing sequence 1096). 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 |
|---|---|---|---|---|---|---|---|
| 1668 | Maia Cape - 100% Cotton Knit | 77001332 | GOLD | 77000607 | none | ||
| 1704 | Serena Gilet - 90% Cotton / 10% Lurex | 2177697 | GOLD, BROWN | 2176972 | RIGHE, SS JACKET GILET, STRIPE | ||
| 1700 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 130484 | VENTAGLI | |
| 4200 | The GLAMOUR Bucket Bag | 938 | Luggage & Bags > Tote Bags | none | 213 | POTLI | |
| 4460 | The OUTSPOKEN sling Bag | 725 | Luggage & Bags > Messenger Bags | none | 0 | none |