Fold 4 - Understanding why coefficient 561 was selected
Tag: TECH
Selected Coefficient: 561
Taxonomy Path: 8.7
Taxonomy Name: Electronics > Electronics Accessories
Products with this tag: 9
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 561 | 4.012979 | 8.7 | 7.8 (7*79 + 8) | Electronics > Electronics Accessories | Yes |
| 499841 | 4.013139 | 8.7.1.1 | 1.1.7.8 (493039 + 6241 + 7*79 + 8) | Electronics > Electronics Accessories > Adapters > Audio & Video Cable Adapters & Couplers | No |
| 94176 | 4.013139 | 8.7.15 | 15.7.8 (15*79^2 + 7*79 + 8) | Electronics > Electronics Accessories > Power | No |
| 8 | 4.050633 | 8 | 8 (8) | Electronics | No |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 1349 | 8.000000 | 6.17 | 17.6 (17*79 + 6) | Business & Industrial > Manufacturing | No |
| 992177 | 8.000000 | 16.77.0.2 | 2.0.77.16 (2*79^3 + 77*79 + 16) | No |
These are the training products that have the "TECH" tag (processing sequence 4442). 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 |
|---|---|---|---|---|---|---|---|
| 18094 | Heebie Jeebies Clip Circuit - Noisy Lab | 992177 | BOY OTHER | 991616 | none | ||
| 16576 | 2 IN 1 FAST CHARGING LIGHTNING ADAPTER WITH RING PHONE HOLDER | 499841 | Electronics > Electronics Accessories > Adapters > Audio & Video Cable Adapters & Couplers | none | 499280 | none | |
| 16690 | 39” LED Strip Lights for TV or Monitor - RGB 8 Color Changing Backlight For 20 inch TV | 94176 | Electronics > Electronics Accessories > Power | none | 93615 | none | |
| 16548 | RING ENLARGER STICK - RING STRETCHER EXPANDER MANDREL | 1349 | Business & Industrial > Manufacturing | none | 788 | none | |
| 18063 | Darth Vader Silicone Airpods Case | 561 | Electronics > Electronics Accessories | none | 0 | none | |
| 16689 | 360 ROTATION FLEXIBLE PORTABLE STROLLER CLIP ON DESK FAN WITH LED LIGHT | 561 | Electronics > Electronics Accessories | none | 0 | none | |
| 16721 | LINT REMOVER ELECTRIC FABRIC DEFUZZER SWEATER SHAVER | 8 | Electronics | none | -553 | none | |
| 18052 | Spiderman Silicone Airpods Case | 0 | BOY OTHER | -561 | none | ||
| 18058 | Stormtrooper Silicone Airpods Case | 0 | BOY OTHER | -561 | none |