Fold 3 - Understanding why coefficient 12816 was selected
Tag: UNDER-10
Selected Coefficient: 12816
Taxonomy Path: 18.4.2
Taxonomy Name: Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 12816 | 2.000000 | 18.4.2 | 2.4.18 (2*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | Yes |
| 80900 | 2.000000 | 4.76.12 | 12.76.4 (12*79^2 + 76*79 + 4) | No | |
| 3008581 | 2.000000 | 24.5.8.6 | 6.8.5.24 (6*79^3 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | No |
These are the training products that have the "UNDER-10" tag (processing sequence 4081). 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 |
|---|---|---|---|---|---|---|---|
| 7749 | Timber Tots Nutnut Family set of 4 | 3008581 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 2995765 | none | |
| 17889 | Hadean Select Terrain | 80900 | KLAVIYO - BOARD BUILDER | 68084 | none | ||
| 7959 | OOLY Tutti Fruitti Scented Pens | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 0 | TOYS-FOR-9-10-YEAR-OLDS |