Fold 3 - Understanding why coefficient -44090 was selected
Tag: ZWAVE
Selected Coefficient: -44090
Taxonomy Path: -8.5.7
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -44090 | 2.000000 | -8.5.7 | -7.5.8 (-(7*79^2 + 5*79 + 8)) | Yes | |
| -37124 | 3.000000 | -73.74.5 | -5.74.73 (-(5*79^2 + 74*79 + 73)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ZWAVE" tag (processing sequence 2708). 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 | 0 | 800SERIES | 44090 | Electronics > Components > Sensors | ZIGBEE | |
| 21416 | Honeywell T5 Smart Thermostat; 7 Day Programmable, Touchscreen Display | -37124 | 500SERIES | 6966 | Home & Garden > Household Appliances > Climate Control Appliances | none | |
| 21392 | Ecolink Z-Wave Plus Flood & Freeze Sensor - FLF-ZWAVE5-ECO | -44090 | BRANDS_ECOLINK, 500SERIES | 0 | none | ||
| 21441 | Z-Wave CO2 Monitor; MCO Home Carbon Dioxide, VOC, temperature, humidity sensor (MH9-CO2-WD) | -44090 | BRANDS_MCO HOME, 500SERIES | 0 | none |