Fold 3 - Understanding why coefficient 4431742 was selected
Tag: ZULAY HOME
Selected Coefficient: 4431742
Taxonomy Path: 0.8.78.8
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 4431742 | 1.025316 | 0.8.78.8 | 8.78.8.0 (8*79^3 + 78*79^2 + 8*79) | Yes | |
| 0 | 1.025316 | 0 | 0 (0) | No | |
| 121356166 | 1.025316 | 0.78.10.9.3 | 3.9.10.78.0 (3*79^4 + 9*79^3 + 10*79^2 + 78*79) | No | |
| -12255 | 3.000000 | -10.76.1 | -1.76.10 (-(6241 + 76*79 + 10)) | No |
These are the training products that have the "ZULAY HOME" tag (processing sequence 3840). 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 |
|---|---|---|---|---|---|---|---|
| 14973 | Mop and Broom Organizer Wall Mount | 121356166 | KITCHEN MAINTENANCE & ORGANIZATION, CLEANING ESSENTIALS | 116924424 | none | ||
| 15038 | Cool Mist Humidifiers with 2.2L Water Tank & Adjustable Nozzle | 4431742 | HOME ESSENTIALS | 0 | none | ||
| 14976 | Soft Shaggy Bathroom Rug | 0 | HOME ESSENTIALS | -4431742 | none | ||
| 14998 | Step Stools for Kids - Toddler Step Stool | -12255 | HOME ESSENTIALS | -4443997 | none |