Fold 0 - Understanding why coefficient 62085 was selected
Tag: WORKOUT
Selected Coefficient: 62085
Taxonomy Path: 1.1.9
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 62085 | 0.000145 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | Yes | |
| 96530 | 0.000145 | 1.1.14 | 14.1.1 (14*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Shorts | No |
These are the training products that have the "WORKOUT" tag (processing sequence 5123). 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 |
|---|---|---|---|---|---|---|---|
| 936 | Get Your Flirt On Short | 96530 | Apparel & Accessories > Clothing > Shorts | none | 34445 | SHORTS | |
| 965 | Hot Shot Onesie Printed | 62085 | none | 0 | SHORTS |