Fold 0 - Understanding why coefficient 1404476 was selected
Tag: VASE
Selected Coefficient: 1404476
Taxonomy Path: 14.3.67.2
Taxonomy Name: Home & Garden > Decor > Vases > Floor Vases
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 1404476 | 0.012666 | 14.3.67.2 | 2.67.3.14 (2*79^3 + 67*79^2 + 3*79 + 14) | Home & Garden > Decor > Vases > Floor Vases | Yes |
| 418398 | 0.012670 | 14.3.67 | 67.3.14 (67*79^2 + 3*79 + 14) | Home & Garden > Decor > Vases | No |
| 911437 | 0.012670 | 14.3.67.1 | 1.67.3.14 (493039 + 67*79^2 + 3*79 + 14) | Home & Garden > Decor > Vases > Bud Vases | No |
| 3514566 | 0.101266 | 14.11.10.7 | 7.10.11.14 (7*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware | No |
These are the training products that have the "VASE" tag (processing sequence 3476). 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 |
|---|---|---|---|---|---|---|---|
| 19353 | Frey Roche Vase - Smoke | 3514566 | Home & Garden > Kitchen & Dining > Tableware > Serveware | none | 2110090 | none | |
| 19270 | Sable Vase - Smoke | 1404476 | Home & Garden > Decor > Vases > Floor Vases | none | 0 | none | |
| 19271 | Sable Vase - Amber | 1404476 | Home & Garden > Decor > Vases > Floor Vases | none | 0 | none | |
| 19274 | Kudu Vase - Rings | 1404476 | Home & Garden > Decor > Vases > Floor Vases | none | 0 | none | |
| 19347 | Ava Vase - Matt White | 1404476 | Home & Garden > Decor > Vases > Floor Vases | none | 0 | none | |
| 19220 | Bubbles Vase - Small | 911437 | Home & Garden > Decor > Vases > Bud Vases | none | -493039 | none | |
| 19100 | Manon Vase - Smoke | 911437 | Home & Garden > Decor > Vases > Bud Vases | none | -493039 | none | |
| 19217 | Bubbles Vase - Large | 418398 | Home & Garden > Decor > Vases | none | -986078 | none | |
| 19269 | Frey Roche Vase - Amber | 418398 | Home & Garden > Decor > Vases | none | -986078 | none |