Fold 3 - Understanding why coefficient -2165877 was selected
Tag: BREAKOUTS/BLEMISHES
Selected Coefficient: -2165877
Taxonomy Path: -13.3.31.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -2165877 | 1.000160 | -13.3.31.4 | -4.31.3.13 (-(4*79^3 + 31*79^2 + 3*79 + 13)) | Yes | |
| 822151644 | 1.000160 | 66.75.40.8.21 | 21.8.40.75.66 (21*79^4 + 8*79^3 + 40*79^2 + 75*79 + 66) | No | |
| -2290947 | 2.000000 | -26.6.51.4 | -4.51.6.26 (-(4*79^3 + 51*79^2 + 6*79 + 26)) | No |
These are the training products that have the "BREAKOUTS/BLEMISHES" tag (processing sequence 864). 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 | 822151644 | ARGAN OIL, ACNE, ANTI-AGEING | 824317521 | DRYNESS, FINE LINES & WRINKLES | ||
| 2081 | African Black Soap - Hand packed - 1 lb | -2165877 | SKIN CARE, ANTI-AGEING | 0 | FACE & BODY CLEANSERS, SHEA BUTTER | ||
| 2082 | African Black Soap - with Argan Oil - 16 oz | -2290947 | ARGAN OIL, SKIN CARE, ANTI-AGEING | -125070 | FACE & BODY CLEANSERS, SHEA BUTTER |