Fold 3 - Understanding why coefficient -2425012 was selected
Tag: MÔNACO
Selected Coefficient: -2425012
Taxonomy Path: -1.1.20.4
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -2425012 | 3.000145 | -1.1.20.4 | -4.20.1.1 (-(4*83^3 + 20*83^2 + 83 + 1)) | Yes | |
| 47795798 | 3.000290 | 82.81.48.0.1 | 1.0.48.81.82 (47458321 + 48*83^2 + 81*83 + 82) | No | |
| -1143574 | 4.000002 | -0.0.0.2 | -2.0.0.0 (-(2*83^3)) | No | |
| 0 | 4.000002 | 0 | 0 (0) | No | |
| -5993598 | 5.000000 | -2.2.40.10 | -10.40.2.2 (-(10*83^3 + 40*83^2 + 2*83 + 2)) | No |
These are the training products that have the "MÔNACO" tag (processing sequence 4637). 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 |
|---|---|---|---|---|---|---|---|
| 15420 | CALCINHA Monaco Uva | 47795798 | CALCINHAP, CALCINHAGG | 50220810 | none | ||
| 15421 | CALCINHA Monaco Verde Água | 0 | CALCINHAGG | 2425012 | none | ||
| 15259 | CALCINHA Monaco Bic | -1143574 | CALCINHAP | 1281438 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | |
| 15417 | CALCINHA Monaco Oliva | -2425012 | CALCINHAP, CALCINHAGG | 0 | none | ||
| 15419 | CALCINHA Monaco Turquesa | -2425012 | CALCINHAP, CALCINHAGG | 0 | none | ||
| 15414 | CALCINHA Monaco Celeste | -5993598 | CALCINHAM, CALCINHAP, CALCINHAGG | -3568586 | AZUL BEBE |