Fold 4 - 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: 8
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 | 9.000595 | -0.0.2 | -2.0.0 (-(2*71^2)) | Yes | |
| 0 | 9.000598 | 0 | 0 (0) | No | |
| 1789555 | 9.000601 | 0.0.0.5 | 5.0.0.0 (5*71^3) | No | |
| -2938762 | 11.028169 | -1.69.14.8 | -8.14.69.1 (-(8*71^3 + 14*71^2 + 69*71 + 1)) | No | |
| -2938975 | 11.028169 | -1.1.15.8 | -8.15.1.1 (-(8*71^3 + 15*71^2 + 71 + 1)) | No | |
| -76053 | 12.000000 | -12.6.15 | -15.6.12 (-(15*71^2 + 6*71 + 12)) | No | |
| -2928386 | 14.000000 | -62.64.12.8 | -8.12.64.62 (-(8*71^3 + 12*71^2 + 64*71 + 62)) | No | |
| 76053 | 14.000000 | 12.6.15 | 15.6.12 (15*71^2 + 6*71 + 12) | Hardware > Hardware Accessories > Hinges | No |
These are the training products that have the "HEAVY DUTY" tag (processing sequence 158). 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 | |
| 2640 | 2 Pack - STAINLESS STEEL Lift Off Hinges 100 x 75mm (2 of) | 0 | HINGES | 10082 | none | ||
| 2670 | STAINLESS STEEL BLACK MIRROR GLAZE 600mm Entry Door Pull Handle - 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 | ||
| 2660 | STAINLESS STEEL 1800mm Entry Door Pull Handle Set - Back to Back | -10082 | DOOR PULL | 0 | none | ||
| 2665 | 3 Pack - ALUMINIUM Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of) | -76053 | WHITE, FAST FIX, HINGES | -65971 | none | ||
| 2649 | 3 Pack -BLACK Heavy Duty Fast Fix Wrap Around Interfold Hinge (3 of) | -76053 | BLACK, FAST FIX, HINGES | -65971 | none | ||
| 2692 | 3 Pack -WHITE Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of) | -76053 | WHITE, FAST FIX, HINGES | -65971 | none | ||
| 6286 | Nebula Mesh Back Task Chair with Headrest | -2928386 | BLACK | -2918304 | ADJUSTABLE HEADREST | ||
| 2657 | BLACK STAINLESS STEEL 1800mm Entry Door Pull Handle Set - Back to Back | -2938762 | DOOR PULL, BLACK | -2928680 | none | ||
| 2687 | BLACK MIRROR GLAZE STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | -2938762 | DOOR PULL, BLACK | -2928680 | none | ||
| 2656 | BLACK STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | -2938975 | DOOR PULL, BLACK | -2928893 | none | ||
| 2658 | BLACK STAINLESS STEEL 600mm Entry Door Pull Handle Back to Back | -2938975 | DOOR PULL, BLACK | -2928893 | none |