Fold 1 - Understanding why coefficient 6241 was selected
Tag: ASSEMBLED IN THE USA
Selected Coefficient: 6241
Taxonomy Path: 0.0.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 6241 | 2.012818 | 0.0.1 | 1.0.0 (6241) | Yes | |
| 12482 | 2.012818 | 0.0.2 | 2.0.0 (2*79^2) | No | |
| -316 | 2.025316 | -0.4 | -4.0 (-(4*79)) | No | |
| -3875186 | 4.000000 | -78.72.67.7 | -7.67.72.78 (-(7*79^3 + 67*79^2 + 72*79 + 78)) | No | |
| -568 | 4.000000 | -15.7 | -7.15 (-(7*79 + 15)) | No |
These are the training products that have the "ASSEMBLED IN THE USA" tag (processing sequence 4449). 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 |
|---|---|---|---|---|---|---|---|
| 252 | Coral Sun Accessory Pouch | 12482 | POUCHES | 6241 | none | ||
| 13936 | Wagified Bestie Pouch | 6241 | POUCHES | 0 | none | ||
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | -316 | BAGS | -6557 | none | ||
| 249 | Accessory Pouch | -568 | POUCHES, BAGS | -6809 | none | ||
| 227 | Rock Candy - Women's Skater Skirt | -3875186 | WOMEN'S CLOTHING, QUARTZ | -3881427 | none |