Fold 3 - Understanding why coefficient 312649216 was selected
Tag: SIENA
Selected Coefficient: 312649216
Taxonomy Path: 1.1.10.2.8
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos
Products with this tag: 7
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 | 0.000162 | 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 |
| 3020724 | 0.000170 | 1.1.10.6 | 6.10.1.1 (6*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Vests | No |
| 5997681 | 0.000961 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "SIENA" tag (processing sequence 2206). 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 |
|---|---|---|---|---|---|---|---|
| 1718 | Siena Poncho - 10% Cashmere / 40 % 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 | |
| 1725 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none | 0 | none | |
| 1717 | Siena Poncho - 10% Cashmere / 40 % Merino Blend Knit | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none | 0 | none | |
| 1719 | Siena Poncho Impuntura - 10% Cashmere / 40 % Merino Blend Knit | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none | 0 | none | |
| 1664 | Laura Top - 90% Cotton / 10% Lurex Knit | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | -306651535 | none | |
| 1704 | Serena Gilet - 90% Cotton / 10% Lurex | 3020724 | Apparel & Accessories > Clothing > Outerwear > Vests | none | -309628492 | SS JACKET GILET |