Fold 2 - Understanding why coefficient -69555 was selected
Tag: SNOW
Selected Coefficient: -69555
Taxonomy Path: -1.8.10
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? |
|---|---|---|---|---|---|
| -69555 | 1.000145 | -1.8.10 | -10.8.1 (-(10*83^2 + 8*83 + 1)) | Yes | |
| -55777 | 1.000145 | -1.8.8 | -8.8.1 (-(8*83^2 + 8*83 + 1)) | No | |
| 1143574 | 2.000000 | 0.0.0.2 | 2.0.0.0 (2*83^3) | No |
These are the training products that have the "SNOW" tag (processing sequence 6299). 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 |
|---|---|---|---|---|---|---|---|
| 20452 | WONTON Winter Hat in black | 1143574 | BULLDOG CLOTHES | 1213129 | none | ||
| 33535 | Old Soles Girl's 6134 Plats Shoes, Snow/Silver | -55777 | 23-M-EU, 10-M-US-TODDLER | 13778 | none | ||
| 29115 | Union Heel - Snow | -69555 | NEW-ARRIVAL, HEEL | 0 | none |