Fold 2 - Understanding why coefficient -2951993 was selected
Tag: PLAN-TOYS
Selected Coefficient: -2951993
Taxonomy Path: -0.0.78.5
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -2951993 | 1.000000 | -0.0.78.5 | -5.78.0.0 (-(5*79^3 + 78*79^2)) | Yes | |
| -1516583 | 1.000000 | -20.0.6.3 | -3.6.0.20 (-(3*79^3 + 6*79^2 + 20)) | No |
These are the training products that have the "PLAN-TOYS" tag (processing sequence 3330). 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 |
|---|---|---|---|---|---|---|---|
| 8135 | Plan Toys Roller | -1516583 | TOYS-FOR-12-24-MONTH-OLDS | 1435410 | 10-25 | ||
| 8158 | Plan Toys Chicken Nesting | -2951993 | TOYS-FOR-12-24-MONTH-OLDS | 0 | none |