Fold 4 - Understanding why coefficient -3052410 was selected
Tag: AEOTEC
Selected Coefficient: -3052410
Taxonomy Path: -8.7.15.6
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? |
|---|---|---|---|---|---|
| -3052410 | 2.000000 | -8.7.15.6 | -6.15.7.8 (-(6*79^3 + 15*79^2 + 7*79 + 8)) | Yes | |
| -3039690 | 2.000000 | -7.4.13.6 | -6.13.4.7 (-(6*79^3 + 13*79^2 + 4*79 + 7)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "AEOTEC" tag (processing sequence 3689). 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 | 3052410 | Electronics > Electronics Accessories > Power > Power Control Units | none | |
| 21512 | Aeotec ZigBee SmartThings Door/Window Sensor, Multipurpose Sensor, Works with Smart Home Hub | -3039690 | SMARTTHINGS, BRANDS_AEON LABS | 12720 | ZIGBEE | ||
| 21321 | Aeotec Cam 360; wireless camera for SmartThings | -3052410 | SMARTTHINGS, BRANDS_AEON LABS | 0 | none |