Fold 0 - Understanding why coefficient 423 was selected
Tag: 800SERIES
Selected Coefficient: 423
Taxonomy Path: 8.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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 | 2.000145 | 8.5 | 5.8 (5*83 + 8) | Yes | |
| 48646 | 2.000145 | 8.5.7 | 7.5.8 (7*83^2 + 5*83 + 8) | Electronics > Components > Sensors | No |
| 0 | 2.012048 | 0 | 0 (0) | No | |
| 166 | 2.012048 | 0.2 | 2.0 (2*83) | No |
These are the training products that have the "800SERIES" tag (processing sequence 6649). 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 | none | |
| 21421 | Inovelli Red Series 2-1 Smart Switch and Dimmer; Z-Wave Plus V2 (VZW31) | 423 | none | 0 | none | ||
| 21515 | Aeotec TriSensor 8; 3-in 1, Motion, Light, Temperature, MultiSensor (ZWA045) | 166 | BRANDS_AEOTEC | -257 | none | ||
| 21317 | Remotec IR Extender; Z-Wave control of HVAC and Audio-Visual Systems (ZXT-800) | 0 | BRANDS_REMOTEC | -423 | none |