Fold 0 - Understanding why coefficient 312649216 was selected
Tag: BLEND
Selected Coefficient: 312649216
Taxonomy Path: 1.1.10.2.8
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 312649216 | 0.025316 | 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 |
| 117898811 | 0.025317 | 1.1.10.2.3 | 3.2.10.1.1 (3*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Capes | No |
| 162425 | 0.050633 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
These are the training products that have the "BLEND" tag (processing sequence 10). 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 |
|---|---|---|---|---|---|---|---|
| 1719 | Siena Poncho Impuntura - 10% Cashmere / 40 % Merino Blend Knit | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none | 0 | BUTTON, TUNGSTEN | |
| 1720 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none | 0 | BUTTON, CLOUD GREY | |
| 1725 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none | 0 | IVORY, BUTTON | |
| 1535 | Firenze Cape - 10% Cashmere / 40% Merino Blend Knit | 117898811 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Capes | none | -194750405 | IVORY, BABY PINK, CAPE SHAWL | |
| 1650 | Giulia Stole - 10% Cashmere / 40% Merino Blend Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | -312486791 | CAPE | |
| 1651 | Giulia Stole - SettantaTrenta 30% Cashmere / 70% Merino Blend Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | -312486791 | CAPE |