Fold 4 - Understanding why coefficient -7495582 was selected
Tag: THANK YOU
Selected Coefficient: -7495582
Taxonomy Path: -18.4.9.13
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -7495582 | 2.000000 | -18.4.9.13 | -13.9.4.18 (-(13*83^3 + 9*83^2 + 4*83 + 18)) | Yes | |
| -7495571 | 3.000000 | -7.4.9.13 | -13.9.4.7 (-(13*83^3 + 9*83^2 + 4*83 + 7)) | No | |
| -82931 | 3.000000 | -14.3.12 | -12.3.14 (-(12*83^2 + 3*83 + 14)) | No |
These are the training products that have the "THANK YOU" tag (processing sequence 4916). 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 |
|---|---|---|---|---|---|---|---|
| 28754 | Small Sugar Treat Box | -82931 | DAD, CORPORATE | 7412651 | none | ||
| 21021 | Thanks A Bunch Greeting Card | -7495571 | GREETING CARDS | 11 | none | ||
| 20977 | You Are Amazing Greeting Card | -7495582 | FRIENDSHIP, GREETING CARDS | 0 | none | ||
| 20978 | Sunshine Soul Greeting Card | -7495582 | FRIENDSHIP, GREETING CARDS | 0 | none |