Fold 0 - Understanding why coefficient 2404345 was selected
Tag: AW21
Selected Coefficient: 2404345
Taxonomy Path: 1.1.17.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 2404345 | 3.000145 | 1.1.17.4 | 4.17.1.1 (4*83^3 + 17*83^2 + 83 + 1) | Yes | |
| 6951085 | 3.000145 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| -4663937 | 4.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 140053370 | 4.000000 | 0.0.78.78.2 | 2.78.78.0.0 (2*83^4 + 78*83^3 + 78*83^2) | No | |
| 421992229 | 4.000000 | 60.78.1.74.8 | 8.74.1.78.60 (8*83^4 + 74*83^3 + 6889 + 78*83 + 60) | No |
These are the training products that have the "AW21" tag (processing sequence 6916). 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 |
|---|---|---|---|---|---|---|---|
| 33702 | Olive Ventile Organic Cotton Down Jacket | 421992229 | XXL | 419587884 | none | ||
| 33766 | Blue Micro-Check Boxer Shorts | 140053370 | CF-SIZE-L | 137649025 | none | ||
| 14072 | Mystery Box - XL Only | 6951085 | none | 4546740 | none | ||
| 8588 | Red Krasner Pyjamas - Made with Liberty Fabric | 2404345 | none | 0 | none | ||
| 11154 | Kids Neckwarmer AW21 | -4663937 | SALE AW23, 100% MERINO INTERLOCK | -7068282 | none |