Fold 3 - Understanding why coefficient 14774 was selected
Tag: BEDDING
Selected Coefficient: 14774
Taxonomy Path: 0.12.2
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? |
|---|---|---|---|---|---|
| 14774 | 0.000145 | 0.12.2 | 2.12.0 (2*83^2 + 12*83) | Yes | |
| 4713072 | 0.000145 | 0.12.20.8 | 8.20.12.0 (8*83^3 + 20*83^2 + 12*83) | No |
These are the training products that have the "BEDDING" tag (processing sequence 4984). 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 |
|---|---|---|---|---|---|---|---|
| 29045 | Light Blue & White Quatrefoil Pillow | 4713072 | PILLOWS | 4698298 | none | ||
| 18830 | Koala Organic Cotton Muslin Swaddle | 14774 | BABY | 0 | SHOWER GIFT |