Fold 2 - Understanding why coefficient 2097056 was selected
Tag: CALCINHAGG
Selected Coefficient: 2097056
Taxonomy Path: 1.1.20.4
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Swim Briefs
Products with this tag: 21
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? |
|---|---|---|---|---|---|
| 2097056 | 12.000006 | 1.1.20.4 | 4.20.1.1 (4*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | Yes |
| 3083134 | 12.000012 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
| 0 | 14.000160 | 0 | 0 (0) | No | |
| 41327902 | 14.000961 | 0.0.65.4.1 | 1.4.65.0.0 (38950081 + 4*79^3 + 65*79^2) | No | |
| -3083134 | 17.000002 | -1.1.20.6 | -6.20.1.1 (-(6*79^3 + 20*79^2 + 79 + 1)) | No | |
| -4069212 | 17.000006 | -1.1.20.8 | -8.20.1.1 (-(8*79^3 + 20*79^2 + 79 + 1)) | No | |
| 6166268 | 20.000000 | 2.2.40.12 | 12.40.2.2 (12*79^3 + 40*79^2 + 2*79 + 2) | No |
These are the training products that have the "CALCINHAGG" tag (processing sequence 2738). 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 | 41327902 | CALCINHAP | 39230846 | MÔNACO | ||
| 15239 | CALCINHA Laguna Lima | 6166268 | TAMANHOM | 4069212 | none | ||
| 15562 | CALCINHA Paris Menta | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 986078 | none | |
| 15233 | CALCINHA Capri Pitaya | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 986078 | none | |
| 15252 | CALCINHA Maui Menta | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | CALCINHAM, TAMANHOM | 986078 | none | |
| 15425 | CALCINHA Paris Lilás | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | 0 | none | |
| 15235 | CALCINHA Capri Violeta | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | 0 | none | |
| 15238 | CALCINHA Laguna Framboesa | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | 0 | none | |
| 15421 | CALCINHA Monaco Verde Água | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | 0 | MÔNACO | |
| 15231 | CALCINHA Capri Maracujá | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | 0 | none | |
| 15232 | CALCINHA Capri Menta | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | 0 | none | |
| 15414 | CALCINHA Monaco Celeste | 0 | CALCINHAM, CALCINHAP, TAMANHOM | -2097056 | MÔNACO | ||
| 15415 | CALCINHA Monaco Framboesa | 0 | CALCINHAP | -2097056 | none | ||
| 15241 | CALCINHA Laguna Maracujá | 0 | CALCINHAM, CALCINHAP, TAMANHOM | -2097056 | none | ||
| 15417 | CALCINHA Monaco Oliva | 0 | CALCINHAP | -2097056 | MÔNACO | ||
| 15419 | CALCINHA Monaco Turquesa | 0 | CALCINHAP | -2097056 | MÔNACO | ||
| 15258 | CALCINHA Monaco Banana | 0 | CALCINHAP | -2097056 | MÔNACO | ||
| 15226 | CALCINHA Capri Banana | -3083134 | CALCINHAM, CALCINHAP | -5180190 | none | ||
| 15422 | CALCINHA Paris Banana | -3083134 | CALCINHAM, CALCINHAP | -5180190 | none | ||
| 15229 | CALCINHA Capri Lima | -3083134 | CALCINHAM, CALCINHAP | -5180190 | none | ||
| 15228 | CALCINHA Capri Framboesa | -4069212 | CALCINHAM, CALCINHAP | -6166268 | none |