Fold 2 - Understanding why coefficient 161729594 was selected
Tag: ROUND FACE
Selected Coefficient: 161729594
Taxonomy Path: 4.4.2.12.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 161729594 | 3.000000 | 4.4.2.12.4 | 4.12.2.4.4 (4*79^4 + 12*79^3 + 2*79^2 + 4*79 + 4) | Yes | |
| -86862478 | 4.000000 | -3.3.14.18.2 | -2.18.14.3.3 (-(2*79^4 + 18*79^3 + 14*79^2 + 3*79 + 3)) | No | |
| 80696131 | 4.000000 | 1.0.53.5.2 | 2.5.53.0.1 (2*79^4 + 5*79^3 + 53*79^2 + 1) | No | |
| 161898260 | 4.000000 | 5.6.29.12.4 | 4.12.29.6.5 (4*79^4 + 12*79^3 + 29*79^2 + 6*79 + 5) | No |
These are the training products that have the "ROUND FACE" tag (processing sequence 2482). 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 |
|---|---|---|---|---|---|---|---|
| 9207 | Jaurès | 161898260 | NEW HINGE, OPTICAL | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | SQUARE | |
| 9192 | Rue Fabert | 161729594 | GOLD, 8MM, NEW HINGE, OPTICAL | 0 | none | ||
| 9193 | Rue Amélie | 161729594 | GOLD, 8MM, NEW HINGE, OPTICAL | 0 | none | ||
| 9190 | Cométe | 80696131 | METAL, CAT-EYE, CHAMPAGNE, OPTICAL | -81033463 | none | ||
| 9209 | Lille | -86862478 | GOLD, PINK, 8MM, MEDIUM, OPTICAL, PETITE | -248592072 | none |