Fold 4 - Understanding why coefficient 368220 was selected
Tag: GRAPHICS
Selected Coefficient: 368220
Taxonomy Path: 14.3.2.1
Taxonomy Name: Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 368220 | 6.000000 | 14.3.2.1 | 1.2.3.14 (357911 + 2*71^2 + 3*71 + 14) | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | Yes |
| -357993 | 7.000000 | -11.1.0.1 | -1.0.1.11 (-(357911 + 71 + 11)) | No | |
| -10227 | 7.000000 | -3.2.2 | -2.2.3 (-(2*71^2 + 2*71 + 3)) | No | |
| -4360537 | 7.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| 45941 | 7.000000 | 4.8.9 | 9.8.4 (9*71^2 + 8*71 + 4) | 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 |
| 5186 | 7.000000 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
These are the training products that have the "GRAPHICS" tag (processing sequence 222). 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 | 2560673 | 2023LAUNCH | |
| 4237 | Item021: Memory Circuit Board Pendant - DRAM, RAM, Bronze, Green, Round, Gold | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | PENDANT, CIRCUIT BOARD | 0 | none | |
| 4158 | ChipScapes Set #6: Computer Circuit Boards (3 Ornaments) | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | ORNAMENT, CIRCUIT BOARD | 0 | none | |
| 4130 | Item052: AMD/ATI RV620 Terascale Radeon GPU Necklace - Bronze, Dark Green, Silver | 45941 | AMD | -322279 | none | ||
| 4183 | Digital Game Technology - Pinball to Game Consoles - Perfect for the Game Room | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -363034 | MOTOROLA | |
| 3848 | Silicon Wafer - The Making of Computer Chips, Featuring the Amiga Gary, 5719 | -10227 | MICROPROCESSOR, SILICON WAFER | -378447 | MAKING COMPUTER CHIPS | ||
| 4242 | Nvidia NV1 - Nvidia's First Graphics Processor - GPU, STG2000X, Diamond Edge | -357993 | GIFT | -726213 | none | ||
| 4167 | Item015 - Computer Board Earrings - Graphics, Dangles, Round, Blue, Gold | -4360537 | EARRINGS, GOLD, BLUE, ROUND, DANGLES, GIFT, CIRCUIT BOARD | -4728757 | none |