Fold 4 - Understanding why coefficient 589 was selected
Tag: SMARTTHINGS
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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 | 1.000000 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 34618 | 2.000000 | 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 3667). 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 |
|---|---|---|---|---|---|---|---|
| 21321 | Aeotec Cam 360; wireless camera for SmartThings | 34618 | none | 34029 | AEOTEC | ||
| 21514 | Aeotec SmartThings Water Leak Sensor, ZigBee, Battery Powered, Smart Home Hub Compatible | 589 | none | 0 | ZIGBEE, BRANDS_AEOTEC | ||
| 21519 | Aeotec SmartThings Motion Sensor; Zigbee sensor | 589 | none | 0 | ZIGBEE, BRANDS_AEOTEC |