Fold 1 - Understanding why coefficient 34618 was selected
Tag: AEOTEC
Selected Coefficient: 34618
Taxonomy Path: 7.2.5
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 34618 | 2.000000 | 7.2.5 | 5.2.7 (5*83^2 + 2*83 + 7) | Yes | |
| 48646 | 2.000000 | 8.5.7 | 7.5.8 (7*83^2 + 5*83 + 8) | Electronics > Components > Sensors | No |
| 3541112 | 2.000000 | 0.2.16.6 | 6.16.2.0 (6*83^3 + 16*83^2 + 2*83) | No |
These are the training products that have the "AEOTEC" tag (processing sequence 6171). 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 | 3541112 | 500SERIES | 3506494 | none | ||
| 21512 | Aeotec ZigBee SmartThings Door/Window Sensor, Multipurpose Sensor, Works with Smart Home Hub | 48646 | Electronics > Components > Sensors | none | 14028 | ZIGBEE | |
| 21321 | Aeotec Cam 360; wireless camera for SmartThings | 34618 | none | 0 | none |