Fold 4 - Understanding why coefficient -368220 was selected
Tag: CIRCUIT BOARD
Selected Coefficient: -368220
Taxonomy Path: -14.3.2.1
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? |
|---|---|---|---|---|---|
| -368220 | 6.000000 | -14.3.2.1 | -1.2.3.14 (-(357911 + 2*71^2 + 3*71 + 14)) | Yes | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -4728757 | 8.000000 | -15.4.15.13 | -13.15.4.15 (-(13*71^3 + 15*71^2 + 4*71 + 15)) | No | |
| -388674 | 8.000000 | -20.7.6.1 | -1.6.7.20 (-(357911 + 6*71^2 + 7*71 + 20)) | No | |
| 10227 | 8.000000 | 3.2.2 | 2.2.3 (2*71^2 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
These are the training products that have the "CIRCUIT BOARD" tag (processing sequence 151). 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 |
|---|---|---|---|---|---|---|---|
| 4207 | IBM Pluggable Unit - A Vertical Circuit Board | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 378447 | none | |
| 4102 | Item039: Computer Circuit Board Pendant - Laptop, Rectangle, Blue and Bronze | 0 | PENDANT | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | LAPTOP | |
| 4158 | ChipScapes Set #6: Computer Circuit Boards (3 Ornaments) | 0 | ORNAMENT | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | GRAPHICS | |
| 4237 | Item021: Memory Circuit Board Pendant - DRAM, RAM, Bronze, Green, Round, Gold | 0 | PENDANT | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | GRAPHICS | |
| 4162 | Item001: Communication Board Earrings - Nortel, Dangles, Round, Green, Gold | -368220 | EARRINGS, GOLD, ROUND, DANGLES, GIFT | 0 | none | ||
| 4149 | IBM System/360 Processor Card | -368220 | MICROPROCESSOR, GIFT | 0 | none | ||
| 4235 | Item022: Memory Board Earrings - SDRAM, RAM, Dangles, Round, Green, Gold | -368220 | EARRINGS, GOLD, ROUND, DANGLES, GIFT | 0 | none | ||
| 4150 | ChipScapes Set #10: Mixed Types - Silicon Wafer, Computer Circuit Board, Chip Traces (3 Ornaments) | -388674 | MICROPROCESSOR, ORNAMENT, SILICON WAFER, GIFT | -20454 | PENTIUM, MOTOROLA | ||
| 4167 | Item015 - Computer Board Earrings - Graphics, Dangles, Round, Blue, Gold | -4728757 | EARRINGS, GOLD, BLUE, ROUND, DANGLES, GIFT | -4360537 | GRAPHICS |