Fold 1 - Understanding why coefficient -44090 was selected
Tag: AEOTEC
Selected Coefficient: -44090
Taxonomy Path: -8.5.7
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? |
|---|---|---|---|---|---|
| -44090 | 2.000000 | -8.5.7 | -7.5.8 (-(7*79^2 + 5*79 + 8)) | Yes | |
| -12720 | 2.000000 | -1.3.2 | -2.3.1 (-(2*79^2 + 3*79 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "AEOTEC" tag (processing sequence 3655). 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 | 0 | FINAL SALE | 44090 | Electronics > Components > Sensors | none | |
| 21321 | Aeotec Cam 360; wireless camera for SmartThings | -12720 | BRANDS_AEON LABS | 31370 | Cameras & Optics > Cameras > Surveillance Cameras | none | |
| 21512 | Aeotec ZigBee SmartThings Door/Window Sensor, Multipurpose Sensor, Works with Smart Home Hub | -44090 | ZIGBEE, BRANDS_AEON LABS | 0 | none |