Fold 2 - Understanding why coefficient -10843263 was selected
Tag: KARDASHIAN
Selected Coefficient: -10843263
Taxonomy Path: -1.1.21.30
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -10843263 | 2.000198 | -1.1.21.30 | -30.21.1.1 (-(30*71^3 + 21*71^2 + 71 + 1)) | Yes | |
| -7974934 | 2.000198 | -1.1.20.22 | -22.20.1.1 (-(22*71^3 + 20*71^2 + 71 + 1)) | No | |
| 45441 | 3.000000 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 1471972 | 3.000000 | 0.0.8.4 | 4.8.0.0 (4*71^3 + 8*71^2) | No |
These are the training products that have the "KARDASHIAN" tag (processing sequence 931). 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 |
|---|---|---|---|---|---|---|---|
| 956 | Good 90'S Jeans | 1471972 | ROSE | 12315235 | RETRO | ||
| 923 | Fit For Success Jumpsuit | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | 10888704 | none | |
| 888 | Distressed Cropped Oxford | -7974934 | ROSE, BUTTON DOWN, GOOD AMERICAN | 2868329 | RETRO | ||
| 957 | Good Legs Crop Mini Boot | -10843263 | CASUAL, GOOD AMERICAN | 0 | none |