Fold 2 - Understanding why coefficient 312649216 was selected
Tag: BUTTON
Selected Coefficient: 312649216
Taxonomy Path: 1.1.10.2.8
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 312649216 | 0.012658 | 1.1.10.2.8 | 8.2.10.1.1 (8*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | Yes |
| 149943 | 0.050633 | 1.2.24 | 24.2.1 (24*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Pinback Buttons | No |
These are the training products that have the "BUTTON" tag (processing sequence 1901). 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 | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none | 0 | none | |
| 1718 | Siena Poncho - 10% Cashmere / 40 % Merino Blend Knit | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none | 0 | none | |
| 1720 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none | 0 | none | |
| 1724 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none | 0 | none | |
| 11035 | Unity Pride | 149943 | Apparel & Accessories > Clothing Accessories > Pinback Buttons | none | -312499273 | none |