Fold 0 - Understanding why coefficient 6515764 was selected
Tag: PREACH
Selected Coefficient: 6515764
Taxonomy Path: 2.2.17.13
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? |
|---|---|---|---|---|---|
| 6515764 | 2.000000 | 2.2.17.13 | 13.17.2.2 (13*79^3 + 17*79^2 + 2*79 + 2) | Yes | |
| 0 | 2.000002 | 0 | 0 (0) | No | |
| 2465195 | 2.000002 | 0.0.0.5 | 5.0.0.0 (5*79^3) | No |
These are the training products that have the "PREACH" tag (processing sequence 2345). 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 |
|---|---|---|---|---|---|---|---|
| 8418 | Love Like Jesus | Grey Acid Wash Fleece | 6515764 | LONG-SLEEVE | 0 | none | ||
| 8433 | Love Like Jesus Vintage Fleece | Vintage Olive | 6515764 | LONG-SLEEVE | 0 | none | ||
| 8420 | Love Like Jesus | Black | The Avery Vintage Fleece | 2465195 | COMFY, FAITH, LONG-SLEEVE | -4050569 | none | ||
| 8417 | THANKFUL | Yam | The Avery Vintage Fleece | 0 | SWEATSHIRT, COMFY, LONG-SLEEVE | -6515764 | none |