Fold 4 - Understanding why coefficient 159757368 was selected
Tag: LADIES FRAGRANCES
Selected Coefficient: 159757368
Taxonomy Path: 13.3.2.8.4
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Perfumes & Colognes > Eaux De Toilette
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? |
|---|---|---|---|---|---|
| 159757368 | 0.000160 | 13.3.2.8.4 | 4.8.2.3.13 (4*79^4 + 8*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Perfumes & Colognes > Eaux De Toilette | Yes |
| 120807287 | 0.000160 | 13.3.2.8.3 | 3.8.2.3.13 (3*79^4 + 8*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Perfumes & Colognes > Eaux de Parfum | No |
| 250 | 0.000481 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
These are the training products that have the "LADIES FRAGRANCES" tag (processing sequence 3241). 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 | 159757368 | Health & Beauty > Personal Care > Cosmetics > Perfumes & Colognes > Eaux De Toilette | none | 0 | none | |
| 3599 | Miss Sixty Flower Power Perfume Eau De Toilette Spray 50ml UNBOXED | 159757368 | Health & Beauty > Personal Care > Cosmetics > Perfumes & Colognes > Eaux De Toilette | none | 0 | none | |
| 3589 | jean patou adieu sagesse 100ml eau de parfum unboxed | 120807287 | Health & Beauty > Personal Care > Cosmetics > Perfumes & Colognes > Eaux de Parfum | none | -38950081 | none | |
| 3547 | BRUNO BANANI MADE FOR WOMEN 40ML Eau De Toilette UNBOXED | 250 | Health & Beauty > Personal Care | none | -159757118 | none |