Fold 3 - Understanding why coefficient -12720 was selected
Tag: SMARTTHINGS
Selected Coefficient: -12720
Taxonomy Path: -1.3.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -12720 | 2.000000 | -1.3.2 | -2.3.1 (-(2*79^2 + 3*79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 3058651 | 2.000000 | 8.7.16.6 | 6.16.7.8 (6*79^3 + 16*79^2 + 7*79 + 8) | Electronics > Electronics Accessories > Remote Controls > Universal Remote Controls | No |
These are the training products that have the "SMARTTHINGS" tag (processing sequence 3710). 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 |
|---|---|---|---|---|---|---|---|
| 21511 | Aeotec SmartThings Button, Zigbee Remote Control, Works with Smart Home Hub | 3058651 | Electronics > Electronics Accessories > Remote Controls > Universal Remote Controls | none | 3071371 | none | |
| 21512 | Aeotec ZigBee SmartThings Door/Window Sensor, Multipurpose Sensor, Works with Smart Home Hub | 0 | BRANDS_AEON LABS | 12720 | none | ||
| 21321 | Aeotec Cam 360; wireless camera for SmartThings | -12720 | BRANDS_AEON LABS | 0 | none |