Fold 4 - Understanding why coefficient 162425 was selected
Tag: CAPE
Selected Coefficient: 162425
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 162425 | 1.012658 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| 5504642 | 1.012658 | 1.1.13.11 | 11.13.1.1 (11*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
| -312486791 | 2.000000 | -0.78.62.1.8 | -8.1.62.78.0 (-(8*79^4 + 493039 + 62*79^2 + 78*79)) | No |
These are the training products that have the "CAPE" tag (processing sequence 2405). 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 |
|---|---|---|---|---|---|---|---|
| 8 | Blue Vibrant One Shoulder Cotton Cape | 5504642 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | 5342217 | none | |
| 1648 | Giulia Stole - 100% Cashmere Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 1651 | Giulia Stole - SettantaTrenta 30% Cashmere / 70% Merino Blend Knit | -312486791 | BLEND | -312649216 | none |