Fold 1 - Understanding why coefficient 10520 was selected
Tag: DOOR PULL
Selected Coefficient: 10520
Taxonomy Path: 12.6.2
Taxonomy Name: Hardware > Hardware Accessories > Cabinet Hardware
Products with this tag: 33
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 10520 | 0.044461 | 12.6.2 | 2.6.12 (2*71^2 + 6*71 + 12) | Hardware > Hardware Accessories > Cabinet Hardware | Yes |
| 1800075 | 0.044464 | 12.6.2.5 | 5.2.6.12 (5*71^3 + 2*71^2 + 6*71 + 12) | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | No |
| 438 | 0.046023 | 12.6 | 6.12 (6*71 + 12) | Hardware > Hardware Accessories | No |
| 651 | 0.422734 | 12.9 | 9.12 (9*71 + 12) | Hardware > Locks & Keys | No |
| 20815 | 0.422932 | 12.9.4 | 4.9.12 (4*71^2 + 9*71 + 12) | Hardware > Locks & Keys > Locks & Latches | No |
These are the training products that have the "DOOR PULL" tag (processing sequence 3). 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 |
|---|---|---|---|---|---|---|---|
| 2689 | STAINLESS STEEL 1800mm SQUARE OFFSET - Entry Door Pull Handles - Pair | 1800075 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 1789555 | none | |
| 2712 | Brushed Brass Sliding Door Finger Pull Handle | 1800075 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 1789555 | SLIDING DOOR TRACK | |
| 2713 | Gunmetal Stainless Steel 600mm Entry Door Pull Handle Set | 1800075 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 1789555 | none | |
| 2654 | BLACK STAINLESS STEEL 1800mm SQUARE OFFSET - Entry Door Pull Handles - Pair | 1800075 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 1789555 | none | |
| 2655 | BLACK STAINLESS STEEL 600mm SQUARE OFFSET - Entry Door Pull Handles - Pair | 1800075 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 1789555 | none | |
| 2642 | BLACK STAINLESS STEEL 600mm ROUND OFFSET - Entry Door Pull Handles - Pair | 1800075 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 1789555 | none | |
| 2664 | COPPER TINTED STAINLESS STEEL POLISHED - 1800mm Entry Door Pull Handles - Pair | 1800075 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 1789555 | none | |
| 2666 | Sliding Door Edge Pull | 1800075 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 1789555 | SLIDING DOOR | |
| 2669 | STAINLESS STEEL 600mm Entry Door Pull Handle Set - Back to Back | 1800075 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 1789555 | HEAVY DUTY | |
| 2644 | STAINLESS STEEL 600mm Entry Door Pull Handles - Pair | 20815 | Hardware > Locks & Keys > Locks & Latches | none | 10295 | none | |
| 2643 | STAINLESS STEEL 600mm ROUND OFFSET 600mm Entry Door Pull Handles - Pair | 10520 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2688 | STAINLESS STEEL BLACK MIRROR GLAZE 1800mm Entry Door Pull Handle Set - Back to Back | 10520 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | HEAVY DUTY | |
| 2637 | TIMBER 1500mm Entry Door Pull Handle Set - Pair - PRE FINISHED | 10520 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2641 | STAINLESS STEEL 400mm Door Pull Handles | 10520 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2715 | Stainless Steel 1800mm Entry Door Pull Handle Set - Back to Back | 10520 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | ENTRY DOOR | |
| 2693 | Stainless Steel 1200mm Entry Door Pull Handles - Pair | 10520 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2663 | COPPER TINTED STAINLESS STEEL POLISHED - 900mm Entry Door Pull Handles - Pair | 10520 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2698 | Stainless Steel 400mm Door Pull Handles | 10520 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2699 | Gunmetal Stainless steel 600mm Round Offset Door Pull Handles (Pair) | 10520 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2652 | BLACK STAINLESS STEEL 600mm Entry Door Pull Handles - Pair | 10520 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2646 | BLACK FINISH BACK TO BACK 400mm Entry Door Pull Handles | 651 | Hardware > Locks & Keys | none | -9869 | none | |
| 2709 | Brushed Brass Flush Pull Handle - 170 x 170mm | 651 | Hardware > Locks & Keys | none | -9869 | SLIDING DOOR | |
| 2717 | Copper Tinted - 1200mm Entry Door Pull Handles - Pair | 438 | Hardware > Hardware Accessories | none | -10082 | SLIDING DOOR | |
| 2636 | STAINLESS STEEL 1200mm Entry Door Pull Handles - Pair | 438 | Hardware > Hardware Accessories | none | -10082 | none | |
| 2638 | STAINLESS STEEL 1800mm Entry Door Pull Handles - Pair | 438 | Hardware > Hardware Accessories | none | -10082 | none | |
| 2656 | BLACK STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | 438 | Hardware > Hardware Accessories | none | -10082 | HEAVY DUTY | |
| 2658 | BLACK STAINLESS STEEL 600mm Entry Door Pull Handle Back to Back | 438 | Hardware > Hardware Accessories | none | -10082 | HEAVY DUTY | |
| 2659 | STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | 438 | Hardware > Hardware Accessories | none | -10082 | HEAVY DUTY | |
| 2680 | Legge 300 Series Push & Pull Set Combo | 438 | Hardware > Hardware Accessories | none | -10082 | HEAVY DUTY | |
| 2694 | Stainless Steel 1800mm Entry Door Pull Handles - Pair | 438 | Hardware > Hardware Accessories | none | -10082 | ROUND | |
| 2697 | Black 400mm Entry Door Pull Handles - Pair | 438 | Hardware > Hardware Accessories | none | -10082 | SLIDING DOOR | |
| 2701 | Stainless Steel 600mm Entry Door Pull Handles - Pair | 438 | Hardware > Hardware Accessories | none | -10082 | ENTRY DOOR | |
| 2635 | TIMBER 1200mm Entry Door Pull Handle Set - Pair - PRE FINISHED | 438 | Hardware > Hardware Accessories | none | -10082 | none |