Fold 0 - Understanding why coefficient -10227 was selected
Tag: GRAPHICS
Selected Coefficient: -10227
Taxonomy Path: -3.2.2
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -10227 | 5.000000 | -3.2.2 | -2.2.3 (-(2*71^2 + 2*71 + 3)) | Yes | |
| -5041 | 6.000198 | -0.0.1 | -1.0.0 (-(5041)) | No | |
| 0 | 6.000198 | 0 | 0 (0) | No | |
| -357993 | 7.000000 | -11.1.0.1 | -1.0.1.11 (-(357911 + 71 + 11)) | No | |
| -20454 | 7.000000 | -6.4.4 | -4.4.6 (-(4*71^2 + 4*71 + 6)) | No | |
| 2928893 | 7.000000 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "GRAPHICS" tag (processing sequence 178). 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 |
|---|---|---|---|---|---|---|---|
| 9861 | Make America Fancy Again Grey Crew Neck Acid Wash Graphic | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 2939120 | 2023LAUNCH | |
| 4154 | ChipScapes Set #2: Flip Chips - AMD, IBM, and S3 (3 Ornaments) | 0 | MICROPROCESSOR, ORNAMENT, AMD | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | |
| 4183 | Digital Game Technology - Pinball to Game Consoles - Perfect for the Game Room | -5041 | MEMORY | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | |
| 4158 | ChipScapes Set #6: Computer Circuit Boards (3 Ornaments) | -10227 | ORNAMENT, MEMORY | 0 | none | ||
| 4237 | Item021: Memory Circuit Board Pendant - DRAM, RAM, Bronze, Green, Round, Gold | -10227 | PENDANT, MEMORY | 0 | none | ||
| 4157 | ChipScapes Set #5: Computer Circuit Boards with Chips (3 Ornaments) | -10227 | ORNAMENT, MEMORY | 0 | none | ||
| 3848 | Silicon Wafer - The Making of Computer Chips, Featuring the Amiga Gary, 5719 | -20454 | MICROPROCESSOR, SILICON WAFER, MEMORY | -10227 | MAKING COMPUTER CHIPS | ||
| 4242 | Nvidia NV1 - Nvidia's First Graphics Processor - GPU, STG2000X, Diamond Edge | -357993 | GIFT | -347766 | none |