Fold 2 - Understanding why coefficient -2928667 was selected
Tag: TOOL
Selected Coefficient: -2928667
Taxonomy Path: -59.68.12.8
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? |
|---|---|---|---|---|---|
| -2928667 | 1.000000 | -59.68.12.8 | -8.12.68.59 (-(8*71^3 + 12*71^2 + 68*71 + 59)) | Yes | |
| 509912415 | 1.000000 | 0.2.49.4.20 | 20.4.49.2.0 (20*71^4 + 4*71^3 + 49*71^2 + 2*71) | No |
These are the training products that have the "TOOL" tag (processing sequence 2243). 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 | 509912415 | WOMEN, PRE-ORDER | 512841082 | none | ||
| 5686 | PanOxyl PM Overnight Spot Patches, Advanced Hydrocolloid Healing Technology, Fragrance Free, 80 Count | -2928667 | WOMEN | 0 | none |