Fold 4 - Understanding why coefficient 25044 was selected
Tag: FLATTERING
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 25044 | 4.000002 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 5448473 | 4.000002 | 1.1.4.11 | 11.4.1.1 (11*79^3 + 4*79^2 + 79 + 1) | No | |
| -5972637 | 4.000160 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No | |
| 0 | 4.000160 | 0 | 0 (0) | No | |
| -547804578 | 5.000000 | -13.10.6.5.14 | -14.5.6.10.13 (-(14*79^4 + 5*79^3 + 6*79^2 + 10*79 + 13)) | No | |
| 119814878 | 5.000000 | 2.2.1.6.3 | 3.6.1.2.2 (3*79^4 + 6*79^3 + 6241 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | No |
These are the training products that have the "FLATTERING" tag (processing sequence 1401). 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 |
|---|---|---|---|---|---|---|---|
| 853 | Chiffon Puffed Mini | 119814878 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | BRIDAL, BRIDE | 119789834 | none | |
| 824 | Astoria | 5448473 | CASUAL, CLASSIC, ATTIRE, COMFORT, EASY | 5423429 | LONG SLEEVE, SOFT SWEATERS | ||
| 903 | Dottie | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FUN | |
| 995 | Laila | 0 | EUROPEAN BRANDS | -25044 | FUN | ||
| 1060 | Simone -Pastel | -5972637 | CASUAL | -5997681 | HUMANS OF RIXO | ||
| 1025 | Naya | -547804578 | CASUAL, CLASSIC, COMFORT, EASY | -547829622 | LONG SLEEVE |