Fold 4 - Understanding why coefficient -166 was selected
Tag: 800SERIES
Selected Coefficient: -166
Taxonomy Path: -0.2
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? |
|---|---|---|---|---|---|
| -166 | 1.012048 | -0.2 | -2.0 (-(2*83)) | Yes | |
| 0 | 1.012048 | 0 | 0 (0) | No | |
| 589 | 2.000000 | 8.7 | 7.8 (7*83 + 8) | No |
These are the training products that have the "800SERIES" tag (processing sequence 6183). 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 |
|---|---|---|---|---|---|---|---|
| 21515 | Aeotec TriSensor 8; 3-in 1, Motion, Light, Temperature, MultiSensor (ZWA045) | 589 | none | 755 | BRANDS_AEOTEC | ||
| 21317 | Remotec IR Extender; Z-Wave control of HVAC and Audio-Visual Systems (ZXT-800) | 0 | BRANDS_REMOTEC | 166 | none | ||
| 21421 | Inovelli Red Series 2-1 Smart Switch and Dimmer; Z-Wave Plus V2 (VZW31) | -166 | ZWAVE | 0 | none |