Fold 4 - Understanding why coefficient -4006722 was selected
Tag: NARUTO
Selected Coefficient: -4006722
Taxonomy Path: -0.0.10.8
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? |
|---|---|---|---|---|---|
| -4006722 | 0.000160 | -0.0.10.8 | -8.10.0.0 (-(8*79^3 + 10*79^2)) | Yes | |
| 542967 | 0.000160 | 0.0.8.1 | 1.8.0.0 (493039 + 8*79^2) | No |
These are the training products that have the "NARUTO" tag (processing sequence 3289). 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 |
|---|---|---|---|---|---|---|---|
| 13038 | Naruto Table Centerpiece Kit | 5pcs | 542967 | CENTERPIECE | 4549689 | none | ||
| 13056 | Naruto Wearable Headband | 1ct | -4006722 | HEADBAND | 0 | none |