Fold 2 - Understanding why coefficient 3813502 was selected
Tag: ORNAMENT
Selected Coefficient: 3813502
Taxonomy Path: 14.3.58.7
Taxonomy Name: Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments
Products with this tag: 14
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? |
|---|---|---|---|---|---|
| 3813502 | 2.000000 | 14.3.58.7 | 7.58.3.14 (7*79^3 + 58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | Yes |
| 0 | 13.000000 | 0 | 0 (0) | No | |
| 18903 | 13.000000 | 22.2.3 | 3.2.22 (3*79^2 + 2*79 + 22) | Software > Digital Goods & Currency > Digital Artwork | No |
These are the training products that have the "ORNAMENT" tag (processing sequence 22). 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 |
|---|---|---|---|---|---|---|---|
| 4150 | ChipScapes Set #10: Mixed Types - Silicon Wafer, Computer Circuit Board, Chip Traces (3 Ornaments) | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | MICROPROCESSOR, GIFT | |
| 4153 | ChipScapes Set #1: Art with Computer Chips (3 Ornaments) | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | MICROPROCESSOR, GIFT, MEMORY, LOGIC CHIP | |
| 4154 | ChipScapes Set #2: Flip Chips - AMD, IBM, and S3 (3 Ornaments) | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | MICROPROCESSOR, AMD | |
| 4156 | ChipScapes Set #4: Computers in the 1980s, IBM Punch Card, Paper Tape, Page Left Blank (3 Ornaments) | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 4157 | ChipScapes Set #5: Computer Circuit Boards with Chips (3 Ornaments) | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | MEMORY, LOGIC | |
| 4158 | ChipScapes Set #6: Computer Circuit Boards (3 Ornaments) | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | MEMORY, LOGIC | |
| 4159 | ChipScapes Set #7: Mixed Types - Silicon Wafer Computer Chips (3 Ornaments) | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | MICROPROCESSOR, SECURITY, CRYPTO | |
| 4160 | ChipScapes Set #8: Computer Chip Traces, Lead Frames (3 Ornaments) | 3813502 | 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) | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | GIFT, MEMORY, LOGIC | |
| 6187 | Christmas "Squad" Holiday Ornament | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | GIFT | |
| 6202 | Zeta Phi Beta Sorority, Inc. (Amicette) Holiday Ornament | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | GIFT | |
| 6216 | Zeta Phi Beta Sorority, Inc. (Pearlette) Holiday Ornament | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | GIFT | |
| 13620 | Cute Bunnies Ornament EA012 | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | -3794599 | none | |
| 10222 | Longtail ~ The Longtail in Flight 2022 Ornament/Pendant | 0 | PENDANT | -3813502 | BEST SELLER |