Fold 1 - Understanding why coefficient 423 was selected
Tag: 800SERIES
Selected Coefficient: 423
Taxonomy Path: 8.5
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? |
|---|---|---|---|---|---|
| 423 | 0.012193 | 8.5 | 5.8 (5*83 + 8) | Yes | |
| 48646 | 0.012193 | 8.5.7 | 7.5.8 (7*83^2 + 5*83 + 8) | Electronics > Components > Sensors | No |
| 589 | 0.024096 | 8.7 | 7.8 (7*83 + 8) | No |
These are the training products that have the "800SERIES" tag (processing sequence 6168). 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 |
|---|---|---|---|---|---|---|---|
| 21687 | Inovelli mmWave Smart Switch; Presence & Motion Sensor, Dimmer, Switch | 48646 | Electronics > Components > Sensors | none | 48223 | ZIGBEE | |
| 21515 | Aeotec TriSensor 8; 3-in 1, Motion, Light, Temperature, MultiSensor (ZWA045) | 589 | none | 166 | none | ||
| 21421 | Inovelli Red Series 2-1 Smart Switch and Dimmer; Z-Wave Plus V2 (VZW31) | 423 | none | 0 | none |