Fold 4 - Understanding why coefficient 131209 was selected
Tag: CAPE
Selected Coefficient: 131209
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? |
|---|---|---|---|---|---|
| 131209 | 1.014085 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| 4002626 | 1.014085 | 1.1.13.11 | 11.13.1.1 (11*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
| -203928543 | 2.000000 | -0.70.54.1.8 | -8.1.54.70.0 (-(8*71^4 + 357911 + 54*71^2 + 70*71)) | No |
These are the training products that have the "CAPE" tag (processing sequence 101). 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 | 3871417 | POOL PARTY | |
| 1648 | Giulia Stole - 100% Cashmere Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 1651 | Giulia Stole - SettantaTrenta 30% Cashmere / 70% Merino Blend Knit | -203928543 | MERINO, BLEND | -204059752 | none |