Fold 1 - Understanding why coefficient 423 was selected
Tag: 500SERIES
Selected Coefficient: 423
Taxonomy Path: 8.5
Taxonomy Name:
Products with this tag: 24
Unique residual values tried: 10
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 | 10.084773 | 8.5 | 5.8 (5*83 + 8) | Yes | |
| 48646 | 10.084918 | 8.5.7 | 7.5.8 (7*83^2 + 5*83 + 8) | Electronics > Components > Sensors | No |
| 589 | 10.096531 | 8.7 | 7.8 (7*83 + 8) | No | |
| 3541535 | 10.097111 | 8.7.16.6 | 6.16.7.8 (6*83^3 + 16*83^2 + 7*83 + 8) | No | |
| 21007 | 10.156627 | 8.4.3 | 3.4.8 (3*83^2 + 4*83 + 8) | No | |
| 0 | 16.036145 | 0 | 0 (0) | No | |
| -3534223 | 16.072289 | -0.2.15.6 | -6.15.2.0 (-(6*83^3 + 15*83^2 + 2*83)) | No | |
| 3534223 | 16.084337 | 0.2.15.6 | 6.15.2.0 (6*83^3 + 15*83^2 + 2*83) | No | |
| 47634 | 22.012048 | 75.75.6 | 6.75.75 (6*83^2 + 75*83 + 75) | No | |
| -1170 | 22.012048 | -8.14 | -14.8 (-(14*83 + 8)) | No |
These are the training products that have the "500SERIES" tag (processing sequence 6011). 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 |
|---|---|---|---|---|---|---|---|
| 21516 | Aeotec WallMote; 2 Button ZW129 - Final Sale | 3541535 | none | 3541112 | AEOTEC | ||
| 21685 | MCO Home Z-Wave Plus Thermostat for 4-pipe Fan coil system (white) - MH8-FC4-US | 3534223 | BRANDS_MCO HOME | 3533800 | none | ||
| 21495 | Aeotec TriSensor; 3-in 1, Motion, Light, Temperature, MultiSensor (ZWA005) | 48646 | Electronics > Components > Sensors | none | 48223 | none | |
| 21381 | FIBARO Smart Implant, Z-Wave Plus Universal Binary Sensor - FGBS-222 US | 48646 | Electronics > Components > Sensors | none | 48223 | BRANDS_FIBARO | |
| 21525 | Aeotec MultiSensor 6; 6 in 1 Z-Wave motion sensor (ZW100A Battery Included) | 48646 | Electronics > Components > Sensors | none | 48223 | none | |
| 21441 | Z-Wave CO2 Monitor; MCO Home Carbon Dioxide, VOC, temperature, humidity sensor (MH9-CO2-WD) | 47634 | SAFETY, BRANDS_MCO HOME | 47211 | none | ||
| 21438 | Aeotec WallMote Quad; 4 button remote control, rechargeable wall switch (ZW130-A) | 21007 | none | 20584 | none | ||
| 21540 | Fibaro Z-Wave Plus Door/Window Sensor, White - FGDW-002-1 | 589 | none | 166 | BRANDS_FIBARO | ||
| 21545 | Fibaro Motion Sensor with Z-Wave Plus Multisensor; FGMS-001 ZW5 | 589 | none | 166 | BRANDS_FIBARO | ||
| 21417 | Honeywell T6 Pro Z-Wave Smart Thermostat; 3H/2C Heat Pump, 2H/2C Conventional (TH6320ZW2003) | 589 | none | 166 | none | ||
| 21323 | Sensative Magnetic Door\Window Sensor - Strips-MaZw | 589 | none | 166 | none | ||
| 21445 | Aeotec MultiSensor 6; 6 in 1 Z-Wave Plus Sensor, Gen5, ZW100A | 589 | none | 166 | none | ||
| 21448 | Fibaro Z-Wave Plus RGBW 2 LED Micro Controller - FGRGBW-442 | 423 | none | 0 | BRANDS_FIBARO | ||
| 21408 | Aeotec Heavy Duty Smart Switch Gen5; 40 amps (ZW078-A) | 423 | none | 0 | none | ||
| 21382 | Fibaro Single Switch 2, Z-Wave Plus Relay Switch - FGS-213 ZW5 US | 423 | none | 0 | BRANDS_FIBARO | ||
| 21523 | Z-Stick Gen5+; Plus model compatible with Raspberry Pi 4 | 423 | none | 0 | none | ||
| 21403 | GE Enbrighten Z-Wave Plus Smart Outdoor Switch, 1-Outlet Plug-In (2nd Gen.), Weather-Resistant - 14298 | 0 | BRANDS_GE | -423 | none | ||
| 21428 | Yale Keyless Touchscreen Deadbolt Door Lock with Z-Wave; Oil Rubbed Bronze (YRD256-ZW2-0BP) | 0 | BRANDS_YALE | -423 | none | ||
| 21435 | Remotec Smart Thermostat; 2 stage, heat pumps, zones, Z-Wave Plus (ZTS-500) | 0 | BRANDS_REMOTEC | -423 | none | ||
| 21536 | Ecolink Z-Wave Smart Thermostat; 2 stage, 3 stage, heat pump, sensors (TBZ500) | 0 | BRANDS_ECOLINK | -423 | none | ||
| 21541 | Fibaro Wireless Flood Sensor With Z-Wave Plus Water Leak Detector | 0 | SAFETY | -423 | BRANDS_FIBARO | ||
| 21392 | Ecolink Z-Wave Plus Flood & Freeze Sensor - FLF-ZWAVE5-ECO | -1170 | BRANDS_ECOLINK, SAFETY | -1593 | none | ||
| 21405 | GE Enbrighten Z-Wave Plus In-Wall Smart Switch With QuickFit, Simple Wire, S2, and SmartStart - 46201 | -3534223 | BRANDS_GE | -3534646 | none | ||
| 21397 | GE Enbrighten In-Wall Z-Wave Plus Smart Fan Control with SmartStart and S2 Security - 55258 | -3534223 | BRANDS_GE | -3534646 | none |