Fold 4 - Understanding why coefficient 383669077 was selected
Tag: PERFUME
Selected Coefficient: 383669077
Taxonomy Path: 0.0.0.7.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 383669077 | 0.000292 | 0.0.0.7.8 | 8.7.0.0.0 (8*83^4 + 7*83^3) | Yes | |
| 0 | 0.000292 | 0 | 0 (0) | No | |
| -489119 | 0.000435 | -0.0.71 | -71.0.0 (-(71*83^2)) | No | |
| 702678 | 0.000435 | 0.0.19.1 | 1.19.0.0 (571787 + 19*83^2) | No |
These are the training products that have the "PERFUME" tag (processing sequence 6752). 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 |
|---|---|---|---|---|---|---|---|
| 25845 | Driftwood + Nag Champa Perfume Oil Roller | 383669077 | FRAGRANCE | 0 | none | ||
| 25709 | Vanilla Musk Perfume Oil | 702678 | FRAGRANCE | -382966399 | none | ||
| 12190 | Kenneth Cole Reaction Eau de Toilette, for Men | 0 | MEN FRAGRANCE | -383669077 | none | ||
| 25706 | Travel Solid Cologne White Label | -489119 | FRAGRANCE | -384158196 | none |