Fold 2 - Understanding why coefficient -77132556 was selected
Tag: BUTTON
Selected Coefficient: -77132556
Taxonomy Path: -2.3.36.2.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -77132556 | 1.000000 | -2.3.36.2.3 | -3.2.36.3.2 (-(3*71^4 + 2*71^3 + 36*71^2 + 3*71 + 2)) | Yes | |
| -77163371 | 3.000000 | -3.11.42.2.3 | -3.2.42.11.3 (-(3*71^4 + 2*71^3 + 42*71^2 + 11*71 + 3)) | No |
These are the training products that have the "BUTTON" tag (processing sequence 809). 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 | -77132556 | BLEND, MERINO, PONCHO | 0 | none | ||
| 1719 | Siena Poncho Impuntura - 10% Cashmere / 40 % Merino Blend Knit | -77132556 | BLEND, MERINO, PONCHO | 0 | none | ||
| 1724 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | -77132556 | BLEND, MERINO, PONCHO | 0 | SETTANTATRENTA | ||
| 1725 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | -77163371 | BLEND, MERINO, IVORY, PONCHO | -30815 | SETTANTATRENTA |