Fold 1 - Understanding why coefficient -24964 was selected
Tag: APPLE
Selected Coefficient: -24964
Taxonomy Path: -0.0.4
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? |
|---|---|---|---|---|---|
| -24964 | 2.000160 | -0.0.4 | -4.0.0 (-(4*79^2)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| -6563 | 3.000000 | -6.4.1 | -1.4.6 (-(6241 + 4*79 + 6)) | No | |
| 561 | 3.000000 | 8.7 | 7.8 (7*79 + 8) | Electronics > Electronics Accessories | No |
These are the training products that have the "APPLE" tag (processing sequence 3311). 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 |
|---|---|---|---|---|---|---|---|
| 8380 | Apple P. - ADV BLENDZ | 561 | Electronics > Electronics Accessories | ALL30MLPRODUCTS | 25525 | none | |
| 4239 | MOS 6502 Microprocessor - The Hobbyist's Microprocessor - Atari, Apple | 0 | MICROPROCESSOR | 24964 | none | ||
| 4144 | Item006: Apple Microprocessor Pendant - PowerPC, Motorola, PowerMac, PPC750 | -6563 | PENDANT, MICROPROCESSOR, MEMORY | 18401 | none | ||
| 4173 | Item057: Apple CPU Cuff Links - Motorola, PowerPC, Canada | -24964 | CUFF LINKS | 0 | none |