Fold 4 - Understanding why coefficient 31680 was selected
Tag: CPU
Selected Coefficient: 31680
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 31680 | 2.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 3813502 | 3.000000 | 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 | No |
These are the training products that have the "CPU" tag (processing sequence 3024). 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 |
|---|---|---|---|---|---|---|---|
| 4152 | ChipScapes Set #12: Art with Chips, Series 2 (3 Ornaments) | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 3781822 | SAMSUNG | |
| 4196 | Item060: IBM CPU Chip Pendant - IBM 4300 CPU FPGA Logic Chips | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4197 | Item061: IBM CPU Chip Pendant - IBM 4300 CPU FPGA Logic Chip - Single Chip | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 3846 | The Intel 186 - The Lost Generation, The Lost Microprocessor | 0 | FRAMED ARTWORK | -31680 | none |