Fold 2 - Understanding why coefficient -986078 was selected
Tag: AZUL BEBE
Selected Coefficient: -986078
Taxonomy Path: -0.0.0.2
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -986078 | 2.000004 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | Yes | |
| 0 | 2.000006 | 0 | 0 (0) | No | |
| -5180190 | 6.000000 | -2.2.40.10 | -10.40.2.2 (-(10*79^3 + 40*79^2 + 2*79 + 2)) | No | |
| 11957836 | 6.000000 | 1.1.20.24 | 24.20.1.1 (24*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | No |
These are the training products that have the "AZUL BEBE" tag (processing sequence 3533). 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 |
|---|---|---|---|---|---|---|---|
| 15559 | TOP Monaco Sky | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 12943914 | TOP | |
| 15418 | CALCINHA Monaco Sky | 0 | CALCINHA | 986078 | none | ||
| 15546 | TOP Maui Celeste | 0 | TOPGG | 986078 | none | ||
| 15234 | CALCINHA Capri Sky | -986078 | CALCINHA | 0 | none | ||
| 15423 | CALCINHA Paris Celeste | -986078 | CALCINHAP | 0 | none | ||
| 15243 | CALCINHA Laguna Sky | -986078 | CALCINHA | 0 | none | ||
| 15414 | CALCINHA Monaco Celeste | -5180190 | CALCINHAM, CALCINHAP, CALCINHAGG | -4194112 | none |