Fold 2 - Understanding why coefficient -30815 was selected
Tag: SETTANTATRENTA
Selected Coefficient: -30815
Taxonomy Path: -1.8.6
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -30815 | 1.000000 | -1.8.6 | -6.8.1 (-(6*71^2 + 8*71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SETTANTATRENTA" tag (processing sequence 2543). 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 |
|---|---|---|---|---|---|---|---|
| 1724 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | 0 | BLEND, MERINO, PONCHO, BUTTON | 30815 | Apparel & Accessories > Shoes > Sandals | none | |
| 1537 | Firenze Cape - SettantaTrenta 30% Cashmere / 70% Merino Knit | -30815 | MERINO, IVORY | 0 | none | ||
| 1725 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | -30815 | BLEND, MERINO, IVORY, PONCHO, BUTTON | 0 | none |