Fold 3 - Understanding why coefficient 44090 was selected
Tag: 500SERIES
Selected Coefficient: 44090
Taxonomy Path: 8.5.7
Taxonomy Name: Electronics > Components > Sensors
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 44090 | 5.000000 | 8.5.7 | 7.5.8 (7*79^2 + 5*79 + 8) | Electronics > Components > Sensors | Yes |
| 0 | 5.012658 | 0 | 0 (0) | No | |
| 3008320 | 5.037975 | 0.2.8.6 | 6.8.2.0 (6*79^3 + 8*79^2 + 2*79) | No | |
| 6966 | 8.000000 | 14.9.1 | 1.9.14 (6241 + 9*79 + 14) | Home & Garden > Household Appliances > Climate Control Appliances | No |
These are the training products that have the "500SERIES" tag (processing sequence 2594). 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 |
|---|---|---|---|---|---|---|---|
| 21685 | MCO Home Z-Wave Plus Thermostat for 4-pipe Fan coil system (white) - MH8-FC4-US | 3008320 | BRANDS_MCO HOME | 2964230 | none | ||
| 21423 | Aeotec Home Energy Meter Gen5 (ZW095-A) | 44090 | Electronics > Components > Sensors | none | 0 | BRANDS_AEOTEC | |
| 21381 | FIBARO Smart Implant, Z-Wave Plus Universal Binary Sensor - FGBS-222 US | 44090 | Electronics > Components > Sensors | none | 0 | BRANDS_FIBARO | |
| 21495 | Aeotec TriSensor; 3-in 1, Motion, Light, Temperature, MultiSensor (ZWA005) | 44090 | Electronics > Components > Sensors | none | 0 | BRANDS_AEOTEC | |
| 21525 | Aeotec MultiSensor 6; 6 in 1 Z-Wave motion sensor (ZW100A Battery Included) | 44090 | Electronics > Components > Sensors | none | 0 | BRANDS_AEOTEC | |
| 21416 | Honeywell T5 Smart Thermostat; 7 Day Programmable, Touchscreen Display | 6966 | Home & Garden > Household Appliances > Climate Control Appliances | none | -37124 | ZWAVE | |
| 21441 | Z-Wave CO2 Monitor; MCO Home Carbon Dioxide, VOC, temperature, humidity sensor (MH9-CO2-WD) | 0 | BRANDS_MCO HOME | -44090 | ZWAVE | ||
| 21403 | GE Enbrighten Z-Wave Plus Smart Outdoor Switch, 1-Outlet Plug-In (2nd Gen.), Weather-Resistant - 14298 | 0 | BRANDS_GE | -44090 | none | ||
| 21392 | Ecolink Z-Wave Plus Flood & Freeze Sensor - FLF-ZWAVE5-ECO | 0 | BRANDS_ECOLINK | -44090 | ZWAVE |