Fold 2 - Understanding why coefficient 31370 was selected
Tag: AEOTEC
Selected Coefficient: 31370
Taxonomy Path: 7.2.5
Taxonomy Name: Cameras & Optics > Cameras > Surveillance Cameras
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 31370 | 1.000000 | 7.2.5 | 5.2.7 (5*79^2 + 2*79 + 7) | Cameras & Optics > Cameras > Surveillance Cameras | Yes |
| 44090 | 1.000000 | 8.5.7 | 7.5.8 (7*79^2 + 5*79 + 8) | Electronics > Components > Sensors | No |
These are the training products that have the "AEOTEC" tag (processing sequence 3143). 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 |
|---|---|---|---|---|---|---|---|
| 21512 | Aeotec ZigBee SmartThings Door/Window Sensor, Multipurpose Sensor, Works with Smart Home Hub | 44090 | Electronics > Components > Sensors | none | 12720 | ZIGBEE, BRANDS_AEON LABS | |
| 21321 | Aeotec Cam 360; wireless camera for SmartThings | 31370 | Cameras & Optics > Cameras > Surveillance Cameras | none | 0 | BRANDS_AEON LABS |