Fold 1 - Understanding why coefficient 12968 was selected
Tag: DOOR PULL
Selected Coefficient: 12968
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? |
|---|---|---|---|---|---|
| 12968 | 0.064910 | 12.6.2 | 2.6.12 (2*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Cabinet Hardware | Yes |
| 2478163 | 0.064914 | 12.6.2.5 | 5.2.6.12 (5*79^3 + 2*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | No |
| 486 | 0.066175 | 12.6 | 6.12 (6*79 + 12) | Hardware > Hardware Accessories | No |
| 723 | 0.354591 | 12.9 | 9.12 (9*79 + 12) | Hardware > Locks & Keys | No |
| 25687 | 0.355071 | 12.9.4 | 4.9.12 (4*79^2 + 9*79 + 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 |
|---|---|---|---|---|---|---|---|
| 2642 | BLACK STAINLESS STEEL 600mm ROUND OFFSET - Entry Door Pull Handles - Pair | 2478163 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 2465195 | none | |
| 2712 | Brushed Brass Sliding Door Finger Pull Handle | 2478163 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 2465195 | SLIDING DOOR TRACK | |
| 2683 | BRUSHED GOLD FINISH BACK TO BACK 400mm Entry Door Pull Handles | 2478163 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 2465195 | none | |
| 2713 | Gunmetal Stainless Steel 600mm Entry Door Pull Handle Set | 2478163 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 2465195 | none | |
| 2689 | STAINLESS STEEL 1800mm SQUARE OFFSET - Entry Door Pull Handles - Pair | 2478163 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 2465195 | none | |
| 2664 | COPPER TINTED STAINLESS STEEL POLISHED - 1800mm Entry Door Pull Handles - Pair | 2478163 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 2465195 | none | |
| 2666 | Sliding Door Edge Pull | 2478163 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 2465195 | SLIDING DOOR | |
| 2669 | STAINLESS STEEL 600mm Entry Door Pull Handle Set - Back to Back | 2478163 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 2465195 | none | |
| 2644 | STAINLESS STEEL 600mm Entry Door Pull Handles - Pair | 25687 | Hardware > Locks & Keys > Locks & Latches | none | 12719 | none | |
| 2693 | Stainless Steel 1200mm Entry Door Pull Handles - Pair | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | DOUBLE DOORS | |
| 2643 | STAINLESS STEEL 600mm ROUND OFFSET 600mm Entry Door Pull Handles - Pair | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2699 | Gunmetal Stainless steel 600mm Round Offset Door Pull Handles (Pair) | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2715 | Stainless Steel 1800mm Entry Door Pull Handle Set - Back to Back | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | ENTRY DOOR, DOUBLE DOORS | |
| 2651 | BLACK STAINLESS STEEL 1200mm - Entry Door Pull Handles - Pair | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2652 | BLACK STAINLESS STEEL 600mm Entry Door Pull Handles - Pair | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2637 | TIMBER 1500mm Entry Door Pull Handle Set - Pair - PRE FINISHED | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2641 | STAINLESS STEEL 400mm Door Pull Handles | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2670 | STAINLESS STEEL BLACK MIRROR GLAZE 600mm Entry Door Pull Handle - Back to Back | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2688 | STAINLESS STEEL BLACK MIRROR GLAZE 1800mm Entry Door Pull Handle Set - Back to Back | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2687 | BLACK MIRROR GLAZE STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | 723 | Hardware > Locks & Keys | none | -12245 | none | |
| 2709 | Brushed Brass Flush Pull Handle - 170 x 170mm | 723 | Hardware > Locks & Keys | none | -12245 | BATHROOM, SLIDING DOOR | |
| 2646 | BLACK FINISH BACK TO BACK 400mm Entry Door Pull Handles | 723 | Hardware > Locks & Keys | none | -12245 | none | |
| 2653 | BLACK STAINLESS STEEL 1800mm Entry Door Pull Handle - Pair | 723 | Hardware > Locks & Keys | none | -12245 | none | |
| 2717 | Copper Tinted - 1200mm Entry Door Pull Handles - Pair | 486 | Hardware > Hardware Accessories | none | -12482 | DOUBLE DOORS, SLIDING DOOR | |
| 2636 | STAINLESS STEEL 1200mm Entry Door Pull Handles - Pair | 486 | Hardware > Hardware Accessories | none | -12482 | none | |
| 2638 | STAINLESS STEEL 1800mm Entry Door Pull Handles - Pair | 486 | Hardware > Hardware Accessories | none | -12482 | none | |
| 2656 | BLACK STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | 486 | Hardware > Hardware Accessories | none | -12482 | none | |
| 2660 | STAINLESS STEEL 1800mm Entry Door Pull Handle Set - Back to Back | 486 | Hardware > Hardware Accessories | none | -12482 | none | |
| 2694 | Stainless Steel 1800mm Entry Door Pull Handles - Pair | 486 | Hardware > Hardware Accessories | none | -12482 | ROUND, DOUBLE DOORS | |
| 2697 | Black 400mm Entry Door Pull Handles - Pair | 486 | Hardware > Hardware Accessories | none | -12482 | SLIDING DOOR | |
| 2701 | Stainless Steel 600mm Entry Door Pull Handles - Pair | 486 | Hardware > Hardware Accessories | none | -12482 | ENTRY DOOR, DOUBLE DOORS | |
| 2714 | Stainless Steel 1200mm Entry Door Pull Handle Set | 486 | Hardware > Hardware Accessories | none | -12482 | DOUBLE DOORS | |
| 2635 | TIMBER 1200mm Entry Door Pull Handle Set - Pair - PRE FINISHED | 486 | Hardware > Hardware Accessories | none | -12482 | none |