Fold 3 - Understanding why coefficient -262060 was selected
Tag: KARDASHIAN
Selected Coefficient: -262060
Taxonomy Path: -70.69.51
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? |
|---|---|---|---|---|---|
| -262060 | 1.000198 | -70.69.51 | -51.69.70 (-(51*71^2 + 69*71 + 70)) | Yes | |
| 4360537 | 1.000198 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| -6528167 | 2.000000 | -1.1.17.18 | -18.17.1.1 (-(18*71^3 + 17*71^2 + 71 + 1)) | No |
These are the training products that have the "KARDASHIAN" tag (processing sequence 932). 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 | 4622597 | none | |
| 956 | Good 90'S Jeans | -262060 | ROSE, 90'S | 0 | none | ||
| 957 | Good Legs Crop Mini Boot | -6528167 | CASUAL, ATTIRE, CLASSIC, COMFORT, GOOD AMERICAN | -6266107 | WOMENS |