Fold 1 - Understanding why coefficient -77001347 was selected
Tag: BUTTON
Selected Coefficient: -77001347
Taxonomy Path: -1.1.10.2.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -77001347 | 0.000000 | -1.1.10.2.3 | -3.2.10.1.1 (-(3*71^4 + 2*71^3 + 10*71^2 + 71 + 1)) | Yes |
These are the training products that have the "BUTTON" tag (processing sequence 528). 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 |
|---|---|---|---|---|---|---|---|
| 1717 | Siena Poncho - 10% Cashmere / 40 % Merino Blend Knit | -77001347 | BLEND, CASHMERE | 0 | none | ||
| 1718 | Siena Poncho - 10% Cashmere / 40 % Merino Blend Knit | -77001347 | BLEND, CASHMERE | 0 | none | ||
| 1719 | Siena Poncho Impuntura - 10% Cashmere / 40 % Merino Blend Knit | -77001347 | BLEND, CASHMERE | 0 | none | ||
| 1720 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | -77001347 | BLEND, CASHMERE | 0 | none |