Fold 1 - Understanding why coefficient 536775762 was selected
Tag: BREAKOUTS/BLEMISHES
Selected Coefficient: 536775762
Taxonomy Path: 0.0.53.8.21
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 536775762 | 1.000198 | 0.0.53.8.21 | 21.8.53.0.0 (21*71^4 + 8*71^3 + 53*71^2) | Yes | |
| -100820 | 1.000397 | -0.0.20 | -20.0.0 (-(20*71^2)) | No | |
| -201866 | 3.000000 | -13.3.40 | -40.3.13 (-(40*71^2 + 3*71 + 13)) | No |
These are the training products that have the "BREAKOUTS/BLEMISHES" tag (processing sequence 516). 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 |
|---|---|---|---|---|---|---|---|
| 2077 | Argan Oil - Rollerball 100% pure, organic | 536775762 | ARGAN OIL | 0 | none | ||
| 2083 | Argan Hemp Oil | 536775762 | ARGAN OIL | 0 | none | ||
| 2081 | African Black Soap - Hand packed - 1 lb | -100820 | SKIN CARE | -536876582 | FACE & BODY CLEANSERS | ||
| 2082 | African Black Soap - with Argan Oil - 16 oz | -201866 | ARGAN OIL, SKIN CARE | -536977628 | FACE & BODY CLEANSERS |