Fold 2 - Understanding why coefficient -197291536 was selected
Tag: RAM
Selected Coefficient: -197291536
Taxonomy Path: -17.13.12.5.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -197291536 | 3.000000 | -17.13.12.5.5 | -5.5.12.13.17 (-(5*79^4 + 5*79^3 + 12*79^2 + 13*79 + 17)) | Yes | |
| -197278893 | 3.000000 | -14.11.10.5.5 | -5.5.10.11.14 (-(5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| -191255773 | 3.000000 | -12.4.72.71.4 | -4.71.72.4.12 (-(4*79^4 + 71*79^3 + 72*79^2 + 4*79 + 12)) | No | |
| -12643 | 3.000000 | -3.2.2 | -2.2.3 (-(2*79^2 + 2*79 + 3)) | No |
These are the training products that have the "RAM" tag (processing sequence 2390). 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 |
|---|---|---|---|---|---|---|---|
| 4257 | Item020: Silicon Wafer Earrings - Silver, Purple, Rainbow Colors | -12643 | EARRINGS, MICROPROCESSOR | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | |
| 4253 | Item031: Silicon Wafer Cryptographic Test Circuits Pendant - Bronze, Rainbow Colors | -191255773 | GIFT, PENDANTS | 6035763 | none | ||
| 4258 | Item026: Silicon Wafer Telephone Circuit Pendant - Silver & Rainbow Colors, AMI | -197278893 | PENDANT, GIFT | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | |
| 4256 | Item017: Silicon Wafer Microprocessor Pendant - Silver & Rainbow Colors, Texas Instruments | -197291536 | PENDANT, MICROPROCESSOR, GIFT | 0 | none |