Fold 1 - Understanding why coefficient 125070 was selected
Tag: FRAGRANCE GIFT SETS
Selected Coefficient: 125070
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
Products with this tag: 6
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 125070 | 1.000000 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| -120682217 | 5.000000 | -0.0.61.7.3 | -3.7.61.0.0 (-(3*79^4 + 7*79^3 + 61*79^2)) | No |
These are the training products that have the "FRAGRANCE GIFT SETS" tag (processing sequence 1438). 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 |
|---|---|---|---|---|---|---|---|
| 12177 | Vince Camuto Fiori Parfum and Body Lotion 2 Piece Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 12189 | Kenneth Cole Variety Set Kenneth Cole 4 pc Gift Set Men | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 12204 | Vince Camuto Illuminare 3 Pc Gift Set for Women | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 12214 | Kenneth Cole Kenneth Cole Mankind Legacy 4 Piece Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 12262 | Vince Camuto Terra Men's 2-Pc. Gift Set 0.5oz EDT, 6oz Body Mist | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 12180 | Tommy Bahama Women's Rollerball Coffret Set | -120682217 | FRAGRANCE FOR WOMEN | -120807287 | none |