Fold 4 - Understanding why coefficient 589 was selected
Tag: ZWAVE
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 589 | 2.024242 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 3541535 | 2.024822 | 8.7.16.6 | 6.16.7.8 (6*83^3 + 16*83^2 + 7*83 + 8) | No | |
| 423 | 2.072434 | 8.5 | 5.8 (5*83 + 8) | No | |
| 48646 | 2.072434 | 8.5.7 | 7.5.8 (7*83^2 + 5*83 + 8) | Electronics > Components > Sensors | No |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 7650 | 9.000000 | 14.9.1 | 1.9.14 (6889 + 9*83 + 14) | Home & Garden > Household Appliances > Climate Control Appliances | No |
These are the training products that have the "ZWAVE" tag (processing sequence 3892). 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 |
|---|---|---|---|---|---|---|---|
| 21399 | GE Enbrighten Z-Wave Plus In-Wall Portable Solo Scene Remote - 34172 | 3541535 | none | 3540946 | BRANDS_GE | ||
| 21441 | Z-Wave CO2 Monitor; MCO Home Carbon Dioxide, VOC, temperature, humidity sensor (MH9-CO2-WD) | 48646 | Electronics > Components > Sensors | none | 48057 | BRANDS_MCO HOME | |
| 21416 | Honeywell T5 Smart Thermostat; 7 Day Programmable, Touchscreen Display | 7650 | Home & Garden > Household Appliances > Climate Control Appliances | none | 7061 | none | |
| 21319 | Sensative Z-Wave Plus Indoor/Outdoor Flood Prevention & Temperature Sensor Strips Drip -WITeZw | 589 | none | 0 | none | ||
| 21391 | First Alert Z-Wave Smoke/Fire and Carbon Monoxide Alarm, White - ZCOMBO-G | 589 | none | 0 | none | ||
| 21417 | Honeywell T6 Pro Z-Wave Smart Thermostat; 3H/2C Heat Pump, 2H/2C Conventional (TH6320ZW2003) | 589 | none | 0 | none | ||
| 21449 | Aeotec aërQ Z-Wave temperature, humidity, dew point sensor; battery powered | 589 | none | 0 | BRANDS_AEOTEC | ||
| 21541 | Fibaro Wireless Flood Sensor With Z-Wave Plus Water Leak Detector | 589 | none | 0 | BRANDS_FIBARO | ||
| 21421 | Inovelli Red Series 2-1 Smart Switch and Dimmer; Z-Wave Plus V2 (VZW31) | 423 | none | -166 | 800SERIES | ||
| 21538 | Ecolink Z-Wave Plus FireFighter Wireless Audio Detector - FF-ZWAVE5-ECO | 0 | BRANDS_ECOLINK | -589 | none |