Fold 4 - Understanding why coefficient -5126931 was selected
Tag: SALOOS
Selected Coefficient: -5126931
Taxonomy Path: -21.3.23.14
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? |
|---|---|---|---|---|---|
| -5126931 | 3.000198 | -21.3.23.14 | -14.23.3.21 (-(14*71^3 + 23*71^2 + 3*71 + 21)) | Yes | |
| -4007829 | 3.000198 | -21.3.14.11 | -11.14.3.21 (-(11*71^3 + 14*71^2 + 3*71 + 21)) | No | |
| -13026250 | 4.000000 | -22.4.28.36 | -36.28.4.22 (-(36*71^3 + 28*71^2 + 4*71 + 22)) | No | |
| -4022862 | 4.000000 | -2.2.17.11 | -11.17.2.2 (-(11*71^3 + 17*71^2 + 2*71 + 2)) | No | |
| -5203 | 4.000000 | -20.2.1 | -1.2.20 (-(5041 + 2*71 + 20)) | No |
These are the training products that have the "SALOOS" tag (processing sequence 1449). 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 |
|---|---|---|---|---|---|---|---|
| 2395 | Saloos Paint Stroke Tunic | -5203 | FITS SIZE 16, FITS SIZE 18, SALE | 5121728 | none | ||
| 2382 | Saloos Leopard Print Co-ord | -4007829 | SKIRT, FITS SIZE 16, FITS SIZE 18, SALE | 1119102 | none | ||
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | -4022862 | SKIRT, DRESSES, FITS SIZE 16, FITS SIZE 18 | 1104069 | none | ||
| 2394 | Saloos Multi Animal Print Dress | -5126931 | FITS SIZE 16, FITS SIZE 18, SALE, WINTER | 0 | none | ||
| 2396 | Saloos Sweatshirt & Joggers | -13026250 | SWEATSHIRT, TROUSERS, FITS SIZE 16, FITS SIZE 18, SALE | -7899319 | none |