Fold 4 - Understanding why coefficient -100820 was selected
Tag: TOOL
Selected Coefficient: -100820
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? |
|---|---|---|---|---|---|
| -100820 | 1.000000 | -0.0.20 | -20.0.0 (-(20*71^2)) | Yes | |
| 517816621 | 1.000000 | 60.0.55.26.20 | 20.26.55.0.60 (20*71^4 + 26*71^3 + 55*71^2 + 60) | No |
These are the training products that have the "TOOL" tag (processing sequence 1310). 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 | 517816621 | SKIN CARE, PRE-ORDER | 517917441 | none | ||
| 5686 | PanOxyl PM Overnight Spot Patches, Advanced Hydrocolloid Healing Technology, Fragrance Free, 80 Count | -100820 | SKIN CARE | 0 | none |