Fold 1 - Understanding why coefficient -7488524 was selected
Tag: FAMILY
Selected Coefficient: -7488524
Taxonomy Path: -15.2.8.13
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? |
|---|---|---|---|---|---|
| -7488524 | 2.000000 | -15.2.8.13 | -13.8.2.15 (-(13*83^3 + 8*83^2 + 2*83 + 15)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 2872797 | 2.000000 | 1.1.2.5 | 5.2.1.1 (5*83^3 + 2*83^2 + 83 + 1) | No |
These are the training products that have the "FAMILY" tag (processing sequence 6214). 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 |
|---|---|---|---|---|---|---|---|
| 20450 | WONTON WEDNESDAY Outfit | 2872797 | DRESS | 10361321 | none | ||
| 27705 | Funny Retirement Humor I'm Retired Every Day Is Saturday Gag design | 0 | FRIENDS | 7488524 | none | ||
| 22614 | First Day Of School - No Tears, Just Butterflies | -7488524 | FRIENDSHIP | 0 | none |