Fold 3 - Understanding why coefficient -124820 was selected
Tag: TOOL
Selected Coefficient: -124820
Taxonomy Path: -0.0.20
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? |
|---|---|---|---|---|---|
| -124820 | 0.000160 | -0.0.20 | -20.0.0 (-(20*79^2)) | Yes | |
| 783326633 | 0.000160 | 0.0.61.8.20 | 20.8.61.0.0 (20*79^4 + 8*79^3 + 61*79^2) | No |
These are the training products that have the "TOOL" tag (processing sequence 2900). 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 |
|---|---|---|---|---|---|---|---|
| 5720 | PanOxyl Oil Control Daily Moisturizer, 1.7 Oz | 783326633 | SKIN CARE | 783451453 | none | ||
| 5686 | PanOxyl PM Overnight Spot Patches, Advanced Hydrocolloid Healing Technology, Fragrance Free, 80 Count | -124820 | SKIN CARE | 0 | none |