Fold 1 - Understanding why coefficient 418398 was selected
Tag: VASE
Selected Coefficient: 418398
Taxonomy Path: 14.3.67
Taxonomy Name: Home & Garden > Decor > Vases
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 418398 | 0.000010 | 14.3.67 | 67.3.14 (67*79^2 + 3*79 + 14) | Home & Garden > Decor > Vases | Yes |
| 1404476 | 0.000012 | 14.3.67.2 | 2.67.3.14 (2*79^3 + 67*79^2 + 3*79 + 14) | Home & Garden > Decor > Vases > Floor Vases | No |
| 911437 | 0.000018 | 14.3.67.1 | 1.67.3.14 (493039 + 67*79^2 + 3*79 + 14) | Home & Garden > Decor > Vases > Bud Vases | No |
These are the training products that have the "VASE" tag (processing sequence 2948). 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 |
|---|---|---|---|---|---|---|---|
| 19347 | Ava Vase - Matt White | 1404476 | Home & Garden > Decor > Vases > Floor Vases | none | 986078 | none | |
| 19270 | Sable Vase - Smoke | 1404476 | Home & Garden > Decor > Vases > Floor Vases | none | 986078 | none | |
| 19271 | Sable Vase - Amber | 1404476 | Home & Garden > Decor > Vases > Floor Vases | none | 986078 | none | |
| 19274 | Kudu Vase - Rings | 1404476 | Home & Garden > Decor > Vases > Floor Vases | none | 986078 | none | |
| 19100 | Manon Vase - Smoke | 911437 | Home & Garden > Decor > Vases > Bud Vases | none | 493039 | none | |
| 19275 | Kudu Vase - Lines | 418398 | Home & Garden > Decor > Vases | none | 0 | none | |
| 19346 | Tessa Vase | 418398 | Home & Garden > Decor > Vases | none | 0 | none | |
| 19140 | Pleated Amber Vase | 418398 | Home & Garden > Decor > Vases | none | 0 | none | |
| 19217 | Bubbles Vase - Large | 418398 | Home & Garden > Decor > Vases | none | 0 | none | |
| 19269 | Frey Roche Vase - Amber | 418398 | Home & Garden > Decor > Vases | none | 0 | none |