Fold 2 - Understanding why coefficient -56169 was selected
Tag: EXFOLIATION
Selected Coefficient: -56169
Taxonomy Path: -0.0.9
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? |
|---|---|---|---|---|---|
| -56169 | 1.000160 | -0.0.9 | -9.0.0 (-(9*79^2)) | Yes | |
| 509140780 | 1.000320 | 0.0.52.5.13 | 13.5.52.0.0 (13*79^4 + 5*79^3 + 52*79^2) | No | |
| -586904 | 3.000000 | -13.3.15.1 | -1.15.3.13 (-(493039 + 15*79^2 + 3*79 + 13)) | No |
These are the training products that have the "EXFOLIATION" tag (processing sequence 1319). 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! | 509140780 | FACIAL, ACNE, BEAUTY, ECZEMA | 509196949 | FACE MASK | ||
| 2097 | Kessa Original Exfoliating Glove - Charcoal Black | -56169 | SKIN CARE, EXFOLIATE | 0 | none | ||
| 2098 | Kessa Original Exfoliating Glove - Deep Pink | -56169 | SKIN CARE, EXFOLIATE | 0 | none | ||
| 2131 | Moroccan Black Soap Exfoliating Kessa Gift Box - Lavender | -586904 | LAVENDER, SKIN CARE, EXFOLIATE | -530735 | none |