Fold 4 - Understanding why coefficient -203928543 was selected
Tag: CAPE
Selected Coefficient: -203928543
Taxonomy Path: -0.70.54.1.8
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -203928543 | 1.000198 | -0.70.54.1.8 | -8.1.54.70.0 (-(8*71^4 + 357911 + 54*71^2 + 70*71)) | Yes | |
| -4229328 | 1.000198 | -0.70.57.11 | -11.57.70.0 (-(11*71^3 + 57*71^2 + 70*71)) | No | |
| 4002626 | 2.000000 | 1.1.13.11 | 11.13.1.1 (11*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
These are the training products that have the "CAPE" tag (processing sequence 168). 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 | 4002626 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | 207931169 | TOP | |
| 1648 | Giulia Stole - 100% Cashmere Knit | -4229328 | IVORY | 199699215 | none | ||
| 1651 | Giulia Stole - SettantaTrenta 30% Cashmere / 70% Merino Blend Knit | -203928543 | MERINO, BLEND | 0 | none |