Fold 4 - Understanding why coefficient -6861444 was selected
Tag: ALL-DESIGNERS
Selected Coefficient: -6861444
Taxonomy Path: -0.0.0.12
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -6861444 | 3.000147 | -0.0.0.12 | -12.0.0.0 (-(12*83^3)) | Yes | |
| 0 | 3.000147 | 0 | 0 (0) | No | |
| -3451389 | 3.000290 | -0.0.3.6 | -6.3.0.0 (-(6*83^3 + 3*83^2)) | No | |
| 62085 | 4.000145 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | No | |
| 855462326 | 4.000145 | 1.1.10.2.18 | 18.2.10.1.1 (18*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| -27640 | 5.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No |
These are the training products that have the "ALL-DESIGNERS" tag (processing sequence 6065). 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 |
|---|---|---|---|---|---|---|---|
| 27163 | Yohji Yamamoto Long Jacket | 855462326 | none | 862323770 | none | ||
| 27196 | Norma Kamali Strapless Cut Out Jumpsuit | 62085 | none | 6923529 | ALL WOMEN CLOTHING | ||
| 27157 | Rick Owens Lilies Side Drape Knit Dress | 0 | DRESSES | 6861444 | none | ||
| 27195 | Norma Kamali Boyfriend NK Shirt Shirred Skirt Dress | -27640 | BLACK DRESS, MINI DRESS | 6833804 | none | ||
| 27201 | Norma Kamali Sleeveless Sleeping Bag Vest | -3451389 | VESTS | 3410055 | ALL WOMEN CLOTHING | ||
| 27172 | Helmut Lang Minimal Black Buttoned Vest | -6861444 | VESTS | 0 | none |