Fold 4 - Understanding why coefficient -7974934 was selected
Tag: KARDASHIAN
Selected Coefficient: -7974934
Taxonomy Path: -1.1.20.22
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -7974934 | 2.000000 | -1.1.20.22 | -22.20.1.1 (-(22*71^3 + 20*71^2 + 71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 4360537 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "KARDASHIAN" tag (processing sequence 917). 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 |
|---|---|---|---|---|---|---|---|
| 1081 | Wide Rib Crop Pullover | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 12335471 | none | |
| 923 | Fit For Success Jumpsuit | 0 | DENIM | 7974934 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | |
| 888 | Distressed Cropped Oxford | -7974934 | ROSE, BUTTON DOWN, GOOD AMERICAN | 0 | RETRO |