Fold 1 - Understanding why coefficient 44090 was selected
Tag: ZIGBEE
Selected Coefficient: 44090
Taxonomy Path: 8.5.7
Taxonomy Name: Electronics > Components > Sensors
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? |
|---|---|---|---|---|---|
| 44090 | 0.025316 | 8.5.7 | 7.5.8 (7*79^2 + 5*79 + 8) | Electronics > Components > Sensors | Yes |
| 482 | 0.037975 | 8.6 | 6.8 (6*79 + 8) | Electronics > Computers | No |
| 3058651 | 0.037975 | 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 "ZIGBEE" tag (processing sequence 3056). 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 | 3014561 | none | |
| 21512 | Aeotec ZigBee SmartThings Door/Window Sensor, Multipurpose Sensor, Works with Smart Home Hub | 44090 | Electronics > Components > Sensors | none | 0 | BRANDS_AEON LABS, AEOTEC | |
| 21687 | Inovelli mmWave Smart Switch; Presence & Motion Sensor, Dimmer, Switch | 44090 | Electronics > Components > Sensors | none | 0 | none | |
| 21431 | Zi-Stick | 482 | Electronics > Computers | none | -43608 | none |