Fold 3 - Understanding why coefficient 194421620 was selected
Tag: MENSFRAGRANCE
Selected Coefficient: 194421620
Taxonomy Path: 13.3.2.8.4
Taxonomy Name:
Products with this tag: 8
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 | |
| 138042 | 0.001016 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No |
These are the training products that have the "MENSFRAGRANCE" tag (processing sequence 3848). 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 |
|---|---|---|---|---|---|---|---|
| 32565 | EDT SPRAY | 194421620 | none | 0 | none | ||
| 32613 | EDT SPRAY | 194421620 | none | 0 | none | ||
| 32619 | EDT SPRAY | 194421620 | none | 0 | none | ||
| 32644 | EDT SPRAY | 194421620 | none | 0 | none | ||
| 32654 | EDT SPRAY | 194421620 | none | 0 | none | ||
| 32681 | EAU DE PARFUM SPRAY | 146963299 | none | -47458321 | none | ||
| 32690 | EAU DE PARFUM SPRAY | 146963299 | none | -47458321 | none | ||
| 32671 | EDT SPRAY | 138042 | none | -194283578 | none |