Fold 4 - Understanding why coefficient 7058 was selected
Tag: SKULL
Selected Coefficient: 7058
Taxonomy Path: 3.2.1
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 7058 | 5.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 0 | 6.000145 | 0 | 0 (0) | No | |
| 4636297 | 6.000290 | 0.0.9.8 | 8.9.0.0 (8*83^3 + 9*83^2) | No | |
| 167 | 7.012048 | 1.2 | 2.1 (2*83 + 1) | No | |
| 7222 | 7.012048 | 1.4.1 | 1.4.1 (6889 + 4*83 + 1) | No |
These are the training products that have the "SKULL" tag (processing sequence 5289). 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 |
|---|---|---|---|---|---|---|---|
| 31698 | Skull Printed T-shirts Off Shoulder Top | 4636297 | OFF SHOULDER | 4629239 | CROP TOP | ||
| 5222 | Handmade Resin Crow Skull Keychain Blue/Grey | 7222 | none | 164 | none | ||
| 5207 | Handmade Resin Skull Purple Glitter | 7058 | none | 0 | none | ||
| 5221 | Handmade Resin Skull Red Glitter | 7058 | none | 0 | none | ||
| 5188 | Handmade Resin Skull on Burned Wood | 7058 | none | 0 | none | ||
| 5206 | Handmade Resin Skull Teal | 7058 | none | 0 | none | ||
| 5223 | Handmade Resin Crow Skull Keychain Blue | 167 | none | -6891 | none | ||
| 24909 | Punisher American Flag Badge | 0 | EMBROIDERED, MORAL PATCH | -7058 | none | ||
| 31726 | 3D Multi Skull Mug Stainless Steel Drinking Crypt | 0 | MUG | -7058 | none |