Fold 1 - Understanding why coefficient -10082 was selected
Tag: HEAVY DUTY
Selected Coefficient: -10082
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -10082 | 2.000595 | -0.0.2 | -2.0.0 (-(2*71^2)) | Yes | |
| 0 | 2.000796 | 0 | 0 (0) | No | |
| 1789555 | 2.000799 | 0.0.0.5 | 5.0.0.0 (5*71^3) | No | |
| -76053 | 7.000000 | -12.6.15 | -15.6.12 (-(15*71^2 + 6*71 + 12)) | No |
These are the training products that have the "HEAVY DUTY" tag (processing sequence 139). 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 |
|---|---|---|---|---|---|---|---|
| 2669 | STAINLESS STEEL 600mm Entry Door Pull Handle Set - Back to Back | 1789555 | DOOR PULL | 1799637 | none | ||
| 2639 | 4 Pack -STAINLESS STEEL BB Door Hinges 100 x 75mm (4 of) | 0 | HINGES | 10082 | none | ||
| 2688 | STAINLESS STEEL BLACK MIRROR GLAZE 1800mm Entry Door Pull Handle Set - Back to Back | 0 | DOOR PULL | 10082 | none | ||
| 2680 | Legge 300 Series Push & Pull Set Combo | -10082 | DOOR PULL | 0 | none | ||
| 2659 | STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | -10082 | DOOR PULL | 0 | none | ||
| 2658 | BLACK STAINLESS STEEL 600mm Entry Door Pull Handle Back to Back | -10082 | DOOR PULL | 0 | none | ||
| 2656 | BLACK STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | -10082 | DOOR PULL | 0 | none | ||
| 2692 | 3 Pack -WHITE Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of) | -76053 | WHITE, FAST FIX, HINGES | -65971 | none | ||
| 2665 | 3 Pack - ALUMINIUM Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of) | -76053 | WHITE, FAST FIX, HINGES | -65971 | none |