Fold 3 - Understanding why coefficient -10082 was selected
Tag: HEAVY DUTY
Selected Coefficient: -10082
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 15
Unique residual values tried: 7
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 | 4.028963 | -0.0.2 | -2.0.0 (-(2*71^2)) | Yes | |
| 0 | 4.029164 | 0 | 0 (0) | No | |
| 1789555 | 4.029169 | 0.0.0.5 | 5.0.0.0 (5*71^3) | No | |
| -9869 | 4.126761 | -0.68.1 | -1.68.0 (-(5041 + 68*71)) | No | |
| -131576 | 13.000000 | -13.7.26 | -26.7.13 (-(26*71^2 + 7*71 + 13)) | No | |
| 76053 | 14.000000 | 12.6.15 | 15.6.12 (15*71^2 + 6*71 + 12) | Hardware > Hardware Accessories > Hinges | No |
| -76053 | 14.000000 | -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 105). 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 | ||
| 2676 | Heavy Duty Pivot Door Hinge Set | 76053 | Hardware > Hardware Accessories > Hinges | none | 86135 | none | |
| 2670 | STAINLESS STEEL BLACK MIRROR GLAZE 600mm Entry Door Pull Handle - Back to Back | 0 | DOOR PULL | 10082 | none | ||
| 2688 | STAINLESS STEEL BLACK MIRROR GLAZE 1800mm Entry Door Pull Handle Set - Back to Back | 0 | DOOR PULL | 10082 | none | ||
| 2640 | 2 Pack - STAINLESS STEEL Lift Off Hinges 100 x 75mm (2 of) | 0 | HINGES | 10082 | none | ||
| 2687 | BLACK MIRROR GLAZE STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | -9869 | DOOR PULL | 213 | none | ||
| 2657 | BLACK STAINLESS STEEL 1800mm Entry Door Pull Handle Set - Back to Back | -9869 | DOOR PULL | 213 | none | ||
| 2660 | STAINLESS STEEL 1800mm Entry Door Pull Handle Set - Back to Back | -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 | ||
| 2680 | Legge 300 Series Push & Pull Set Combo | -10082 | DOOR PULL | 0 | none | ||
| 2656 | BLACK STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | -10082 | DOOR PULL | 0 | none | ||
| 2649 | 3 Pack -BLACK Heavy Duty Fast Fix Wrap Around Interfold Hinge (3 of) | -76053 | FAST FIX, HINGES | -65971 | none | ||
| 2692 | 3 Pack -WHITE Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of) | -131576 | FAST FIX, WHITE, HINGES | -121494 | none | ||
| 2665 | 3 Pack - ALUMINIUM Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of) | -131576 | FAST FIX, WHITE, HINGES | -121494 | none |