Fold 4 - Understanding why coefficient 20236 was selected
Tag: FLATTERING
Selected Coefficient: 20236
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? |
|---|---|---|---|---|---|
| 20236 | 4.000003 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 1179809 | 4.000003 | 2.3.21.3 | 3.21.3.2 (3*71^3 + 21*71^2 + 3*71 + 2) | No | |
| 3957257 | 4.000003 | 1.1.4.11 | 11.4.1.1 (11*71^3 + 4*71^2 + 71 + 1) | No | |
| 4401008 | 4.000003 | 2.3.21.12 | 12.21.3.2 (12*71^3 + 21*71^2 + 3*71 + 2) | No | |
| -25560 | 4.014085 | -0.5.5 | -5.5.0 (-(5*71^2 + 5*71)) | No | |
| 0 | 4.014085 | 0 | 0 (0) | No |
These are the training products that have the "FLATTERING" tag (processing sequence 750). 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 |
|---|---|---|---|---|---|---|---|
| 824 | Astoria | 4401008 | CASUAL, BEST SELLER, EASY | 4380772 | LONG SLEEVE | ||
| 920 | Felize | 3957257 | CASUAL, EASY | 3937021 | LONG SLEEVE | ||
| 1025 | Naya | 1179809 | CASUAL, BEST SELLER, EASY | 1159573 | LONG SLEEVE | ||
| 853 | Chiffon Puffed Mini | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1060 | Simone -Pastel | 0 | CASUAL, DATE NIGHT | -20236 | HUMANS OF RIXO | ||
| 903 | Dottie | -25560 | BRIGHT | -45796 | none |