Fold 3 - Understanding why coefficient -166 was selected
Tag: ZIGBEE
Selected Coefficient: -166
Taxonomy Path: -0.2
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -166 | 6.012048 | -0.2 | -2.0 (-(2*83)) | Yes | |
| 1784666 | 6.024096 | 0.5.10.3 | 3.10.5.0 (3*83^3 + 10*83^2 + 5*83) | No | |
| 3540357 | 7.000145 | 75.75.15.6 | 6.15.75.75 (6*83^3 + 15*83^2 + 75*83 + 75) | No | |
| -589 | 7.000145 | -8.7 | -7.8 (-(7*83 + 8)) | No | |
| 506 | 7.012048 | 8.6 | 6.8 (6*83 + 8) | No | |
| 48646 | 7.012048 | 8.5.7 | 7.5.8 (7*83^2 + 5*83 + 8) | Electronics > Components > Sensors | No |
| 14028 | 8.000000 | 1.3.2 | 2.3.1 (2*83^2 + 3*83 + 1) | No | |
| -1178 | 8.000000 | -16.14 | -14.16 (-(14*83 + 16)) | No |
These are the training products that have the "ZIGBEE" tag (processing sequence 6840). 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 |
|---|---|---|---|---|---|---|---|
| 21511 | Aeotec SmartThings Button, Zigbee Remote Control, Works with Smart Home Hub | 3540357 | SMARTTHINGS, BRANDS_AEOTEC | 3540523 | none | ||
| 21505 | Aeotec Range Extender Zi; Zigbee Extender and Repeater, Improve Range and Stability of Zigbee Network | 1784666 | BRANDS_AEOTEC | 1784832 | none | ||
| 21687 | Inovelli mmWave Smart Switch; Presence & Motion Sensor, Dimmer, Switch | 48646 | Electronics > Components > Sensors | none | 48812 | none | |
| 21512 | Aeotec ZigBee SmartThings Door/Window Sensor, Multipurpose Sensor, Works with Smart Home Hub | 14028 | SMARTTHINGS, AEOTEC | 14194 | Apparel & Accessories > Handbags, Wallets & Cases > Business Card Cases | none | |
| 21431 | Zi-Stick | 506 | none | 672 | none | ||
| 21503 | Aeotec Pico Duo Switch, Zigbee 3.0, Smart In-Wall Double Relay for Switching, 2 x 8 A, Current Measurement, Scene Control, Repeater, Zigbee Hub Required, Works with SmartThings, Echo, Home Assistant and More | -166 | BRANDS_AEOTEC | 0 | none | ||
| 21502 | Aeotec Pico In-Wall Zigbee Switch with Energy Measurement and Repeater Functionality | -166 | BRANDS_AEOTEC | 0 | none | ||
| 21519 | Aeotec SmartThings Motion Sensor; Zigbee sensor | -589 | SMARTTHINGS, BRANDS_AEOTEC | -423 | none | ||
| 21514 | Aeotec SmartThings Water Leak Sensor, ZigBee, Battery Powered, Smart Home Hub Compatible | -1178 | SAFETY, SMARTTHINGS, BRANDS_AEOTEC | -1012 | none |