Fold 4 - Understanding why coefficient 194421620 was selected
Tag: LADIES FRAGRANCES
Selected Coefficient: 194421620
Taxonomy Path: 13.3.2.8.4
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? |
|---|---|---|---|---|---|
| 194421620 | 0.000145 | 13.3.2.8.4 | 4.8.2.3.13 (4*83^4 + 8*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 146963299 | 0.000145 | 13.3.2.8.3 | 3.8.2.3.13 (3*83^4 + 8*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 262 | 0.000435 | 13.3 | 3.13 (3*83 + 13) | No |
These are the training products that have the "LADIES FRAGRANCES" tag (processing sequence 4815). 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 |
|---|---|---|---|---|---|---|---|
| 3596 | Jovan Musk for Women Eau de Toilette Spray 100ml unboxed | 194421620 | none | 0 | none | ||
| 3599 | Miss Sixty Flower Power Perfume Eau De Toilette Spray 50ml UNBOXED | 194421620 | none | 0 | none | ||
| 3589 | jean patou adieu sagesse 100ml eau de parfum unboxed | 146963299 | none | -47458321 | none | ||
| 3547 | BRUNO BANANI MADE FOR WOMEN 40ML Eau De Toilette UNBOXED | 262 | none | -194421358 | none |