Fold 3 - Understanding why coefficient -720792 was selected
Tag: RAPIDS HAT
Selected Coefficient: -720792
Taxonomy Path: -0.70.0.2
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -720792 | 1.000000 | -0.70.0.2 | -2.0.70.0 (-(2*71^3 + 70*71)) | Yes | |
| 801662 | 1.000000 | 1.2.17.2 | 2.17.2.1 (2*71^3 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
These are the training products that have the "RAPIDS HAT" tag (processing sequence 1930). 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 |
|---|---|---|---|---|---|---|---|
| 1272 | Rapids Repeat SP23 Knit Pom | 801662 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 1522454 | none | |
| 1271 | Rapids Ladies Micro Logo 9TWENTY Adjustable Hat | -720792 | ELS PW 14667 | 0 | none |