Fold 3 - Understanding why coefficient 589 was selected
Tag: SMARTTHINGS
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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 | 2.012193 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 3541535 | 2.012193 | 8.7.16.6 | 6.16.7.8 (6*83^3 + 16*83^2 + 7*83 + 8) | No | |
| 48646 | 2.024096 | 8.5.7 | 7.5.8 (7*83^2 + 5*83 + 8) | Electronics > Components > Sensors | No |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 34618 | 4.000000 | 7.2.5 | 5.2.7 (5*83^2 + 2*83 + 7) | No |
These are the training products that have the "SMARTTHINGS" tag (processing sequence 5730). 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 | 3541535 | none | 3540946 | BRANDS_AEOTEC, ZIGBEE | ||
| 21512 | Aeotec ZigBee SmartThings Door/Window Sensor, Multipurpose Sensor, Works with Smart Home Hub | 48646 | Electronics > Components > Sensors | none | 48057 | AEOTEC, ZIGBEE | |
| 21321 | Aeotec Cam 360; wireless camera for SmartThings | 34618 | none | 34029 | AEOTEC | ||
| 21519 | Aeotec SmartThings Motion Sensor; Zigbee sensor | 589 | none | 0 | BRANDS_AEOTEC, ZIGBEE | ||
| 21514 | Aeotec SmartThings Water Leak Sensor, ZigBee, Battery Powered, Smart Home Hub Compatible | 0 | SAFETY | -589 | BRANDS_AEOTEC, ZIGBEE |