Fold 0 - Understanding why coefficient -56169 was selected
Tag: EXFOLIATION
Selected Coefficient: -56169
Taxonomy Path: -0.0.9
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? |
|---|---|---|---|---|---|
| -56169 | 0.000162 | -0.0.9 | -9.0.0 (-(9*79^2)) | Yes | |
| 508760079 | 0.000162 | 0.0.70.4.13 | 13.4.70.0.0 (13*79^4 + 4*79^3 + 70*79^2) | No | |
| 0 | 0.000320 | 0 | 0 (0) | No |
These are the training products that have the "EXFOLIATION" tag (processing sequence 1323). 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! | 508760079 | FACIAL, ACNE, BEAUTY | 508816248 | FACE MASK, ENZYME | ||
| 2131 | Moroccan Black Soap Exfoliating Kessa Gift Box - Lavender | 0 | EXFOLIATE | 56169 | none | ||
| 2098 | Kessa Original Exfoliating Glove - Deep Pink | -56169 | EXFOLIATE | 0 | TATOO MAINTENANCE |