Fold 0 - Understanding why coefficient 262 was selected
Tag: MEN FRAGRANCE
Selected Coefficient: 262
Taxonomy Path: 13.3
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? |
|---|---|---|---|---|---|
| 262 | 3.000145 | 13.3 | 3.13 (3*83 + 13) | Yes | |
| 194421620 | 3.000290 | 13.3.2.8.4 | 4.8.2.3.13 (4*83^4 + 8*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -146963299 | 5.000000 | -13.3.2.8.3 | -3.8.2.3.13 (-(3*83^4 + 8*83^3 + 2*83^2 + 3*83 + 13)) | No |
These are the training products that have the "MEN FRAGRANCE" tag (processing sequence 4613). 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 |
|---|---|---|---|---|---|---|---|
| 12257 | Burberry Touch For Men Eau de Toilette 1oz | 194421620 | none | 194421358 | none | ||
| 12181 | Kenneth Cole Copper Black Eau de Toilette 1.7 oz | 262 | none | 0 | none | ||
| 12276 | Kenneth Cole Eau de Toilette Spray For Him 3.4 oz | 262 | none | 0 | none | ||
| 12189 | Kenneth Cole Variety Set Kenneth Cole 4 pc Gift Set Men | 0 | FRAGRANCE GIFT SETS | -262 | none | ||
| 12214 | Kenneth Cole Kenneth Cole Mankind Legacy 4 Piece Gift Set | 0 | FRAGRANCE GIFT SETS | -262 | none | ||
| 12261 | Vince Camuto for Women 3 Piece Gift Set | -146963299 | FRAGRANCE GIFT SETS, FRAGRANCE FOR WOMEN | -146963561 | none |