Fold 4 - Understanding why coefficient -31680 was selected
Tag: LADIES
Selected Coefficient: -31680
Taxonomy Path: -1.6.5
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? |
|---|---|---|---|---|---|
| -31680 | 1.012658 | -1.6.5 | -5.6.1 (-(5*79^2 + 6*79 + 1)) | Yes | |
| -25044 | 1.012658 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "LADIES" tag (processing sequence 1872). 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 |
|---|---|---|---|---|---|---|---|
| 10304 | SOUTHERN SOUL | 0 | TEE | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | |
| 188 | Summer Dress - Sweety | -25044 | BIODEGRADABLE, DRESSES | 6636 | LOUNGE WEAR | ||
| 1599 | Sterling Silver Tree of Life Necklace | -31680 | PENDANT, NECKLACE | 0 | none |