Fold 0 - Understanding why coefficient 2797982 was selected
Tag: ORNAMENT
Selected Coefficient: 2797982
Taxonomy Path: 14.3.58.7
Taxonomy Name: Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments
Products with this tag: 10
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 2797982 | 4.000000 | 14.3.58.7 | 7.58.3.14 (7*71^3 + 58*71^2 + 3*71 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | Yes |
| 2787755 | 6.000000 | 11.1.56.7 | 7.56.1.11 (7*71^3 + 56*71^2 + 71 + 11) | No |
These are the training products that have the "ORNAMENT" tag (processing sequence 11). 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 |
|---|---|---|---|---|---|---|---|
| 6187 | Christmas "Squad" Holiday Ornament | 2797982 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 4157 | ChipScapes Set #5: Computer Circuit Boards with Chips (3 Ornaments) | 2797982 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 4158 | ChipScapes Set #6: Computer Circuit Boards (3 Ornaments) | 2797982 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 4160 | ChipScapes Set #8: Computer Chip Traces, Lead Frames (3 Ornaments) | 2797982 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 4161 | ChipScapes Set #9: Mixed Types - Art with Chip, Circuit Board, Computer Logic Chip (3 Ornaments) | 2797982 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 4156 | ChipScapes Set #4: Computers in the 1980s, IBM Punch Card, Paper Tape, Page Left Blank (3 Ornaments) | 2797982 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 4151 | ChipScapes Set #11: Mixed Types - Intel Flip Chip, IBM System/370 Assembly, Art with Chip, (3 Ornaments) | 2787755 | MICROPROCESSOR | -10227 | MOTOROLA | ||
| 4153 | ChipScapes Set #1: Art with Computer Chips (3 Ornaments) | 2787755 | MICROPROCESSOR | -10227 | none | ||
| 4154 | ChipScapes Set #2: Flip Chips - AMD, IBM, and S3 (3 Ornaments) | 2787755 | MICROPROCESSOR | -10227 | AMD | ||
| 4150 | ChipScapes Set #10: Mixed Types - Silicon Wafer, Computer Circuit Board, Chip Traces (3 Ornaments) | 2787755 | MICROPROCESSOR | -10227 | SILICON WAFER, MOTOROLA |