Fold 0 - Understanding why coefficient 4402334 was selected
Tag: ORNAMENT
Selected Coefficient: 4402334
Taxonomy Path: 14.3.58.7
Taxonomy Name: Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments
Products with this tag: 12
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 4402334 | 3.000145 | 14.3.58.7 | 7.58.3.14 (7*83^3 + 58*83^2 + 3*83 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | Yes |
| 206933 | 3.001161 | 14.3.30 | 30.3.14 (30*83^2 + 3*83 + 14) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No |
These are the training products that have the "ORNAMENT" tag (processing sequence 2289). 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 | 4402334 | 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) | 4402334 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 4152 | ChipScapes Set #12: Art with Chips, Series 2 (3 Ornaments) | 4402334 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | SAMSUNG | |
| 4153 | ChipScapes Set #1: Art with Computer Chips (3 Ornaments) | 4402334 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 4155 | ChipScapes Set #3: Computer Logic Chips (3 Ornaments) | 4402334 | 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) | 4402334 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 4150 | ChipScapes Set #10: Mixed Types - Silicon Wafer, Computer Circuit Board, Chip Traces (3 Ornaments) | 4402334 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 6216 | Zeta Phi Beta Sorority, Inc. (Pearlette) Holiday Ornament | 4402334 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 33046 | Penguin Wood Ornament | 206933 | none | -4195401 | none | ||
| 4161 | ChipScapes Set #9: Mixed Types - Art with Chip, Circuit Board, Computer Logic Chip (3 Ornaments) | 0 | LOGIC | -4402334 | none | ||
| 4158 | ChipScapes Set #6: Computer Circuit Boards (3 Ornaments) | 0 | LOGIC | -4402334 | none | ||
| 4157 | ChipScapes Set #5: Computer Circuit Boards with Chips (3 Ornaments) | 0 | LOGIC | -4402334 | none |