Fold 0 - Understanding why coefficient -203928543 was selected
Tag: CAPE
Selected Coefficient: -203928543
Taxonomy Path: -0.70.54.1.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -203928543 | 2.014085 | -0.70.54.1.8 | -8.1.54.70.0 (-(8*71^4 + 357911 + 54*71^2 + 70*71)) | Yes | |
| 1073733 | 2.028169 | 0.0.0.3 | 3.0.0.0 (3*71^3) | No | |
| 131209 | 3.000000 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
These are the training products that have the "CAPE" tag (processing sequence 107). 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 | 1073733 | TOP | 205002276 | POOL PARTY | ||
| 1648 | Giulia Stole - 100% Cashmere Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 204059752 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none |
| 1649 | Giulia Stole - 100% Cashmere Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 204059752 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none |
| 1650 | Giulia Stole - 10% Cashmere / 40% Merino Blend Knit | -203928543 | BLEND | 0 | none | ||
| 1651 | Giulia Stole - SettantaTrenta 30% Cashmere / 70% Merino Blend Knit | -203928543 | BLEND | 0 | none |