Fold 0 - Understanding why coefficient -312486791 was selected
Tag: CAPE
Selected Coefficient: -312486791
Taxonomy Path: -0.78.62.1.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -312486791 | 1.012818 | -0.78.62.1.8 | -8.1.62.78.0 (-(8*79^4 + 493039 + 62*79^2 + 78*79)) | Yes | |
| -5835256 | 1.012979 | -0.78.65.11 | -11.65.78.0 (-(11*79^3 + 65*79^2 + 78*79)) | No | |
| 1479117 | 1.037975 | 0.0.0.3 | 3.0.0.0 (3*79^3) | No | |
| 162425 | 4.000000 | 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 "CAPE" tag (processing sequence 925). 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 | 1479117 | TOP | 313965908 | POOL PARTY | ||
| 1649 | Giulia Stole - 100% Cashmere Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | CLOUD GREY, TUNGSTEN |
| 1648 | Giulia Stole - 100% Cashmere Knit | -5835256 | IVORY | 306651535 | none | ||
| 1650 | Giulia Stole - 10% Cashmere / 40% Merino Blend Knit | -312486791 | BLEND | 0 | none | ||
| 1651 | Giulia Stole - SettantaTrenta 30% Cashmere / 70% Merino Blend Knit | -312486791 | BLEND | 0 | none |