Fold 2 - Understanding why coefficient -15 was selected
Tag: ART
Selected Coefficient: -15
Taxonomy Path: -15
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -15 | 6.000000 | -15 | -15 (-(15)) | Yes | |
| 125 | 8.014085 | 54.1 | 1.54 (71 + 54) | No | |
| -5058 | 8.014085 | -17.0.1 | -1.0.17 (-(5041 + 17)) | No | |
| 3180950 | 9.000000 | 8.1.63.8 | 8.63.1.8 (8*71^3 + 63*71^2 + 71 + 8) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| -2913682 | 9.000000 | -55.70.9.8 | -8.9.70.55 (-(8*71^3 + 9*71^2 + 70*71 + 55)) | No | |
| 364651 | 9.000000 | 66.23.1.1 | 1.1.23.66 (357911 + 5041 + 23*71 + 66) | No |
These are the training products that have the "ART" tag (processing sequence 448). 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 |
|---|---|---|---|---|---|---|---|
| 7134 | 1.5" Eiffel Tower Assortment | 3180950 | DESIGN | 3180965 | BASE_ROYAL ICING, COLORFUL, COLOR_ASSORTED | ||
| 5143 | Handmade Magic the Gathering Wooden Table | 364651 | RESIN | 364666 | Furniture > Tables > Accent Tables > Coffee Tables | none | |
| 5222 | Handmade Resin Crow Skull Keychain Blue/Grey | 125 | SKULL, RESIN | 140 | none | ||
| 5177 | Handmade Clay Bowl | 0 | BOWL | 15 | Luggage & Bags | none | |
| 5221 | Handmade Resin Skull Red Glitter | -15 | SKULL, RESIN | 0 | none | ||
| 5188 | Handmade Resin Skull on Burned Wood | -15 | SKULL, RESIN | 0 | none | ||
| 5206 | Handmade Resin Skull Teal | -15 | SKULL, RESIN | 0 | none | ||
| 5207 | Handmade Resin Skull Purple Glitter | -15 | SKULL, RESIN | 0 | none | ||
| 5223 | Handmade Resin Crow Skull Keychain Blue | -5058 | SKULL, RESIN | -5043 | none | ||
| 8848 | Couleurs : histoire, usages, secrets | -2913682 | DESIGN | -2913667 | none |