Fold 1 - Understanding why coefficient 589 was selected
Tag: SAFETY
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 14
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 | 7.012048 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 48646 | 7.072289 | 8.5.7 | 7.5.8 (7*83^2 + 5*83 + 8) | Electronics > Components > Sensors | No |
| 0 | 9.012048 | 0 | 0 (0) | No | |
| -581 | 9.048193 | -0.7 | -7.0 (-(7*83)) | No | |
| -55425 | 13.000000 | -64.3.8 | -8.3.64 (-(8*83^2 + 3*83 + 64)) | No | |
| 14620 | 13.000000 | 12.10.2 | 2.10.12 (2*83^2 + 10*83 + 12) | No |
These are the training products that have the "SAFETY" tag (processing sequence 4430). 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 |
|---|---|---|---|---|---|---|---|
| 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, 500SERIES | |
| 21532 | Dome Z-Wave Plus Smart Water Main Shut-Off Valve - DMWV1 | 14620 | none | 14031 | none | ||
| 21541 | Fibaro Wireless Flood Sensor With Z-Wave Plus Water Leak Detector | 589 | none | 0 | 500SERIES, BRANDS_FIBARO | ||
| 21391 | First Alert Z-Wave Smoke/Fire and Carbon Monoxide Alarm, White - ZCOMBO-G | 589 | none | 0 | none | ||
| 21449 | Aeotec aërQ Z-Wave temperature, humidity, dew point sensor; battery powered | 589 | none | 0 | none | ||
| 21514 | Aeotec SmartThings Water Leak Sensor, ZigBee, Battery Powered, Smart Home Hub Compatible | 589 | none | 0 | ZIGBEE | ||
| 21518 | Aeotec Water Sensor 7; Flood + Leak detection, Temperature + Humidity Sensors | 589 | none | 0 | none | ||
| 21531 | Dome Wireless Z-Wave Plus Leak Sensor With Remote Probe | 589 | none | 0 | none | ||
| 1946 | Five Different Allergy Awareness Design Doormats | 0 | EGG | -589 | none | ||
| 17886 | Shred Lights SL-300 R1 | 0 | SHREDLIGHTS | -589 | none | ||
| 21538 | Ecolink Z-Wave Plus FireFighter Wireless Audio Detector - FF-ZWAVE5-ECO | 0 | BRANDS_ECOLINK | -589 | none | ||
| 13943 | Glint/Glow Zipper Pulls | 0 | WALKING | -589 | none | ||
| 21392 | Ecolink Z-Wave Plus Flood & Freeze Sensor - FLF-ZWAVE5-ECO | -581 | BRANDS_ECOLINK | -1170 | 500SERIES | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -55425 | NECKLACE | -56014 | HEALTH |