Fold 2 - Understanding why coefficient 179281 was selected
Tag: TEACHER
Selected Coefficient: 179281
Taxonomy Path: 1.2.26
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? |
|---|---|---|---|---|---|
| 179281 | 1.000145 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | Yes | |
| 213726 | 1.000145 | 1.2.31 | 31.2.1 (31*83^2 + 2*83 + 1) | No | |
| 7058 | 2.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No |
These are the training products that have the "TEACHER" tag (processing sequence 6306). 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 |
|---|---|---|---|---|---|---|---|
| 18179 | Lavender Bundle Pin | 213726 | none | 34445 | none | ||
| 18210 | Scarf | 179281 | none | 0 | none | ||
| 31244 | Teacher gift, classroom greetings, dog wall art print, school house dog art, teacher posters, teacher classroom art, infographics no touch | 7058 | none | -172223 | none |