Fold 4 - Understanding why coefficient 120682217 was selected
Tag: FRAGRANCES. FRAGRANCES: FOR WOMEN
Selected Coefficient: 120682217
Taxonomy Path: 0.0.61.7.3
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 120682217 | 2.000320 | 0.0.61.7.3 | 3.7.61.0.0 (3*79^4 + 7*79^3 + 61*79^2) | Yes | |
| -124820 | 2.000481 | -0.0.20 | -20.0.0 (-(20*79^2)) | No | |
| 0 | 2.000481 | 0 | 0 (0) | No | |
| -125070 | 4.000000 | -13.3.20 | -20.3.13 (-(20*79^2 + 3*79 + 13)) | No |
These are the training products that have the "FRAGRANCES. FRAGRANCES: FOR WOMEN" tag (processing sequence 1445). 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 |
|---|---|---|---|---|---|---|---|
| 12269 | Kenneth Cole for Her Eau De Parfum 3.4 oz | 120682217 | FRAGRANCE FOR WOMEN | 0 | none | ||
| 12287 | Vince Camuto Illuminare Eau De Parfum Spray, 3.4 Fl Oz | 120682217 | FRAGRANCE FOR WOMEN | 0 | none | ||
| 12331 | Fabulous by Isaac Mizrahi 5 Piece Parfum Gift Set | 0 | FRAGRANCE FOR WOMEN | -120682217 | none | ||
| 12196 | Vince Camuto Amore Eau de Parfum for Women 1 oz | -124820 | FRAGRANCE FOR WOMEN | -120807037 | none | ||
| 12180 | Tommy Bahama Women's Rollerball Coffret Set | -125070 | FRAGRANCE FOR WOMEN, FRAGRANCE GIFT SETS | -120807287 | none | ||
| 12261 | Vince Camuto for Women 3 Piece Gift Set | -125070 | FRAGRANCE FOR WOMEN, FRAGRANCE GIFT SETS | -120807287 | none |