Fold 1 - Understanding why coefficient -15 was selected
Tag: ART
Selected Coefficient: -15
Taxonomy Path: -15
Taxonomy Name:
Products with this tag: 19
Unique residual values tried: 10
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 | 13.000000 | -15 | -15 (-(15)) | Yes | |
| 0 | 14.000000 | 0 | 0 (0) | No | |
| 992480 | 17.000002 | 3.2.1.2 | 2.1.2.3 (2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | No |
| 6402 | 17.000002 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 509296804 | 17.012658 | 78.78.76.5.13 | 13.5.76.78.78 (13*79^4 + 5*79^3 + 76*79^2 + 78*79 + 78) | No | |
| -6258 | 17.012658 | -17.0.1 | -1.0.17 (-(6241 + 17)) | No | |
| 141 | 17.012658 | 62.1 | 1.62 (79 + 62) | No | |
| 131297 | 17.012658 | 78.2.21 | 21.2.78 (21*79^2 + 2*79 + 78) | No | |
| 199674 | 18.000000 | 41.78.31 | 31.78.41 (31*79^2 + 78*79 + 41) | No | |
| -78911455 | 18.000000 | -14.3.4.2.2 | -2.2.4.3.14 (-(2*79^4 + 2*79^3 + 4*79^2 + 3*79 + 14)) | No |
These are the training products that have the "ART" tag (processing sequence 3554). 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 | 509296804 | TYPE_ROYAL ICING, FRENCH | 509296819 | none | ||
| 14074 | Pandan Romance | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 992495 | none | |
| 5177 | Handmade Clay Bowl | 199674 | WITCHY, BOWL | 199689 | none | ||
| 5229 | Mid Mod Vintage Shell Bowl | 131297 | RESIN | 131312 | Home & Garden > Decor > Decorative Bowls | none | |
| 3967 | "Hot Like A Lizard In The Sun" | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 6417 | FEATURED | |
| 5222 | Handmade Resin Crow Skull Keychain Blue/Grey | 141 | SKULL, RESIN | 156 | none | ||
| 20537 | Easy rider by Dina Broadhurst | 0 | PHOTOGRAPHY | 15 | Luggage & Bags | none | |
| 14077 | West Coast Palm | 0 | GREEN AND WHITE | 15 | Luggage & Bags | BANANA LEAF | |
| 14018 | She's Cool in the Tropics | 0 | GREEN AND WHITE | 15 | Luggage & Bags | none | |
| 14048 | Desire | 0 | MADE IN AUSTRALIA | 15 | Luggage & Bags | none | |
| 4145 | ChipScapes - A History of Computer Chips Told Through Art | 0 | BOOK | 15 | Luggage & Bags | AMD | |
| 5206 | Handmade Resin Skull Teal | -15 | SKULL, RESIN | 0 | none | ||
| 5131 | Handmade Resin Raven Skull Blue/Purple | -15 | SKULL, RESIN | 0 | none | ||
| 5207 | Handmade Resin Skull Purple Glitter | -15 | SKULL, RESIN | 0 | none | ||
| 5221 | Handmade Resin Skull Red Glitter | -15 | SKULL, RESIN | 0 | none | ||
| 5188 | Handmade Resin Skull on Burned Wood | -15 | SKULL, RESIN | 0 | none | ||
| 5143 | Handmade Magic the Gathering Wooden Table | -15 | TABLE, RESIN | 0 | none | ||
| 5223 | Handmade Resin Crow Skull Keychain Blue | -6258 | SKULL, RESIN | -6243 | none | ||
| 13994 | Walk in the Jungle | -78911455 | PALM TREE, GREEN AND WHITE | -78911440 | none |