Fold 1 - Understanding why coefficient 2425012 was selected
Tag: CALCINHAGG
Selected Coefficient: 2425012
Taxonomy Path: 1.1.20.4
Taxonomy Name:
Products with this tag: 19
Unique residual values tried: 7
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 | 11.000150 | 1.1.20.4 | 4.20.1.1 (4*83^3 + 20*83^2 + 83 + 1) | Yes | |
| 3568586 | 11.000152 | 1.1.20.6 | 6.20.1.1 (6*83^3 + 20*83^2 + 83 + 1) | No | |
| 53789396 | 11.001016 | 1.1.6.11.1 | 1.11.6.1.1 (47458321 + 11*83^3 + 6*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Bikinis | No |
| 0 | 12.000002 | 0 | 0 (0) | No | |
| -1143574 | 12.000010 | -0.0.0.2 | -2.0.0.0 (-(2*83^3)) | No | |
| -3568586 | 15.000002 | -1.1.20.6 | -6.20.1.1 (-(6*83^3 + 20*83^2 + 83 + 1)) | No | |
| -4712160 | 15.000005 | -1.1.20.8 | -8.20.1.1 (-(8*83^3 + 20*83^2 + 83 + 1)) | No |
These are the training products that have the "CALCINHAGG" tag (processing sequence 3725). 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 | 53789396 | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Bikinis | none | 51364384 | none | |
| 15417 | CALCINHA Monaco Oliva | 3568586 | none | 1143574 | none | ||
| 15562 | CALCINHA Paris Menta | 3568586 | none | 1143574 | none | ||
| 15233 | CALCINHA Capri Pitaya | 3568586 | none | 1143574 | none | ||
| 15231 | CALCINHA Capri Maracujá | 2425012 | none | 0 | none | ||
| 15232 | CALCINHA Capri Menta | 2425012 | none | 0 | none | ||
| 15425 | CALCINHA Paris Lilás | 2425012 | none | 0 | none | ||
| 15421 | CALCINHA Monaco Verde Água | 2425012 | none | 0 | none | ||
| 15252 | CALCINHA Maui Menta | 0 | CALCINHAM | -2425012 | none | ||
| 15239 | CALCINHA Laguna Lima | 0 | 10PORCENTO | -2425012 | none | ||
| 15241 | CALCINHA Laguna Maracujá | 0 | CALCINHAM | -2425012 | none | ||
| 15258 | CALCINHA Monaco Banana | 0 | 10PORCENTO | -2425012 | none | ||
| 15414 | CALCINHA Monaco Celeste | 0 | CALCINHAM | -2425012 | none | ||
| 15415 | CALCINHA Monaco Framboesa | 0 | 10PORCENTO | -2425012 | none | ||
| 15238 | CALCINHA Laguna Framboesa | -1143574 | 10PORCENTO | -3568586 | none | ||
| 15226 | CALCINHA Capri Banana | -3568586 | CALCINHAM, 10PORCENTO | -5993598 | none | ||
| 15247 | CALCINHA Maui Framboesa | -3568586 | CALCINHAM, 10PORCENTO | -5993598 | none | ||
| 15422 | CALCINHA Paris Banana | -3568586 | CALCINHAM, 10PORCENTO | -5993598 | none | ||
| 15228 | CALCINHA Capri Framboesa | -4712160 | CALCINHAM, 10PORCENTO | -7137172 | none |