Fold 4 - Understanding why coefficient -25632 was selected
Tag: LADIES
Selected Coefficient: -25632
Taxonomy Path: -1.6.5
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? |
|---|---|---|---|---|---|
| -25632 | 0.014085 | -1.6.5 | -5.6.1 (-(5*71^2 + 6*71 + 1)) | Yes | |
| -20236 | 0.014085 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No |
These are the training products that have the "LADIES" tag (processing sequence 1541). 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 |
|---|---|---|---|---|---|---|---|
| 188 | Summer Dress - Sweety | -20236 | BIODEGRADABLE, DRESSES | 5396 | none | ||
| 1599 | Sterling Silver Tree of Life Necklace | -25632 | PENDANT, NECKLACE | 0 | none |