Fold 0 - Understanding why coefficient -333583360 was selected
Tag: BREAKOUTS/BLEMISHES
Selected Coefficient: -333583360
Taxonomy Path: -13.3.2.9.13
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -333583360 | 2.000198 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)) | Yes | |
| 203192402 | 2.000198 | 58.67.50.70.7 | 7.70.50.67.58 (7*71^4 + 70*71^3 + 50*71^2 + 67*71 + 58) | No | |
| -100820 | 3.000000 | -0.0.20 | -20.0.0 (-(20*71^2)) | No | |
| 226 | 3.000000 | 13.3 | 3.13 (3*71 + 13) | Health & Beauty > Personal Care | No |
These are the training products that have the "BREAKOUTS/BLEMISHES" tag (processing sequence 524). 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 | 203192402 | ARGAN OIL, ACNE | 536775762 | DRYNESS, FINE LINES & WRINKLES | ||
| 2081 | African Black Soap - Hand packed - 1 lb | 226 | Health & Beauty > Personal Care | none | 333583586 | FACE & BODY CLEANSERS | |
| 2082 | African Black Soap - with Argan Oil - 16 oz | -100820 | ARGAN OIL | 333482540 | FACE & BODY CLEANSERS | ||
| 2106 | 2 in 1 Ghassoul Clay and Argan Oil Elixor | -333583360 | ARGAN OIL, ACNE | 0 | none |