Fold 0 - Understanding why coefficient 824192701 was selected
Tag: BREAKOUTS/BLEMISHES
Selected Coefficient: 824192701
Taxonomy Path: 0.0.52.12.21
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? |
|---|---|---|---|---|---|
| 824192701 | 0.000320 | 0.0.52.12.21 | 21.12.52.0.0 (21*79^4 + 12*79^3 + 52*79^2) | Yes | |
| -124820 | 0.000481 | -0.0.20 | -20.0.0 (-(20*79^2)) | No | |
| 1915987 | 0.000481 | 0.0.70.3 | 3.70.0.0 (3*79^3 + 70*79^2) | No |
These are the training products that have the "BREAKOUTS/BLEMISHES" tag (processing sequence 867). 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 | 824192701 | ARGAN OIL, ACNE | 0 | none | ||
| 2083 | Argan Hemp Oil | 824192701 | ARGAN OIL, ACNE | 0 | none | ||
| 2106 | 2 in 1 Ghassoul Clay and Argan Oil Elixor | 1915987 | ARGAN OIL, ACNE | -822276714 | FACE & BODY MASKS | ||
| 2082 | African Black Soap - with Argan Oil - 16 oz | -124820 | ARGAN OIL | -824317521 | FACE & BODY CLEANSERS, SHEA BUTTER |