Fold 4 - Understanding why coefficient -45369 was selected
Tag: EXFOLIATION
Selected Coefficient: -45369
Taxonomy Path: -0.0.9
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -45369 | 0.014085 | -0.0.9 | -9.0.0 (-(9*71^2)) | Yes | |
| 56923114 | 0.028169 | 0.2.3.17.2 | 2.17.3.2.0 (2*71^4 + 17*71^3 + 3*71^2 + 2*71) | No |
These are the training products that have the "EXFOLIATION" tag (processing sequence 707). 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 |
|---|---|---|---|---|---|---|---|
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 56923114 | FACIAL, SCRUB, ANTIOXIDANT, DRY SKIN | 56968483 | none | ||
| 2097 | Kessa Original Exfoliating Glove - Charcoal Black | -45369 | SKIN CARE | 0 | none | ||
| 2098 | Kessa Original Exfoliating Glove - Deep Pink | -45369 | SKIN CARE | 0 | none |