Fold 2 - Understanding why coefficient 179281 was selected
Tag: EOL
Selected Coefficient: 179281
Taxonomy Path: 1.2.26
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 4
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 | 0.000435 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | Yes | |
| 167 | 0.001016 | 1.2 | 2.1 (2*83 + 1) | No | |
| 151725 | 0.001016 | 1.2.22 | 22.2.1 (22*83^2 + 2*83 + 1) | No | |
| 206837 | 0.001016 | 1.2.30 | 30.2.1 (30*83^2 + 2*83 + 1) | No |
These are the training products that have the "EOL" tag (processing sequence 3817). 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 |
|---|---|---|---|---|---|---|---|
| 316 | Twisty Wristees - Red with rust flash | 206837 | none | 27556 | CHRISTMAS PRESSIE | ||
| 166 | Pom Collar - Moss | 179281 | none | 0 | none | ||
| 237 | Skinny Scarf - Black | 179281 | none | 0 | none | ||
| 273 | Snood - Half circle design | 179281 | none | 0 | none | ||
| 358 | Velvet & Tweed scarf- Black | 179281 | none | 0 | none | ||
| 300 | Super warm scarf -Duckegg with brown trim | 179281 | none | 0 | none | ||
| 274 | Snood - Orange jersey | 151725 | none | -27556 | none | ||
| 157 | Pom Collar - Black | 167 | none | -179114 | none |