Fold 0 - Understanding why coefficient 12968 was selected
Tag: GLASS DOOR
Selected Coefficient: 12968
Taxonomy Path: 12.6.2
Taxonomy Name: Hardware > Hardware Accessories > Cabinet Hardware
Products with this tag: 30
Unique residual values tried: 11
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 | 14.038622 | 12.6.2 | 2.6.12 (2*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Cabinet Hardware | Yes |
| 2478163 | 14.038628 | 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 | 14.039417 | 12.6 | 6.12 (6*79 + 12) | Hardware > Hardware Accessories | No |
| 723 | 14.164717 | 12.9 | 9.12 (9*79 + 12) | Hardware > Locks & Keys | No |
| 25687 | 14.164877 | 12.9.4 | 4.9.12 (4*79^2 + 9*79 + 12) | Hardware > Locks & Keys > Locks & Latches | No |
| 0 | 18.013299 | 0 | 0 (0) | No | |
| 12482 | 18.013942 | 0.0.2 | 2.0.0 (2*79^2) | No | |
| 2477677 | 18.013944 | 0.0.2.5 | 5.2.0.0 (5*79^3 + 2*79^2) | No | |
| -12482 | 18.014261 | -0.0.2 | -2.0.0 (-(2*79^2)) | No | |
| 237 | 18.139241 | 0.3 | 3.0 (3*79) | No | |
| -12968 | 28.000000 | -12.6.2 | -2.6.12 (-(2*79^2 + 6*79 + 12)) | No |
These are the training products that have the "GLASS DOOR" tag (processing sequence 3879). 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 |
|---|---|---|---|---|---|---|---|
| 2664 | COPPER TINTED STAINLESS STEEL POLISHED - 1800mm Entry Door Pull Handles - Pair | 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 | |
| 2655 | BLACK STAINLESS STEEL 600mm SQUARE OFFSET - Entry Door Pull Handles - Pair | 2478163 | Hardware > Hardware Accessories > Cabinet Hardware > Cabinet Knobs & Handles | none | 2465195 | none | |
| 2669 | STAINLESS STEEL 600mm Entry Door Pull Handle Set - Back to Back | 2477677 | HEAVY DUTY | 2464709 | none | ||
| 2644 | STAINLESS STEEL 600mm Entry Door Pull Handles - Pair | 25687 | Hardware > Locks & Keys > Locks & Latches | none | 12719 | none | |
| 2652 | BLACK STAINLESS STEEL 600mm Entry Door Pull Handles - Pair | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2663 | COPPER TINTED STAINLESS STEEL POLISHED - 900mm 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 | |
| 2643 | STAINLESS STEEL 600mm ROUND OFFSET 600mm Entry Door Pull Handles - Pair | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2651 | BLACK STAINLESS STEEL 1200mm - Entry Door Pull Handles - Pair | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 0 | none | |
| 2670 | STAINLESS STEEL BLACK MIRROR GLAZE 600mm Entry Door Pull Handle - Back to Back | 12482 | HEAVY DUTY | -486 | none | ||
| 2688 | STAINLESS STEEL BLACK MIRROR GLAZE 1800mm Entry Door Pull Handle Set - Back to Back | 12482 | HEAVY DUTY | -486 | none | ||
| 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 | |
| 2635 | TIMBER 1200mm Entry Door Pull Handle Set - Pair - PRE FINISHED | 486 | Hardware > Hardware Accessories | none | -12482 | none | |
| 2638 | STAINLESS STEEL 1800mm Entry Door Pull Handles - Pair | 486 | Hardware > Hardware Accessories | none | -12482 | none | |
| 2636 | STAINLESS STEEL 1200mm Entry Door Pull Handles - Pair | 486 | Hardware > Hardware Accessories | none | -12482 | none | |
| 2675 | Half Moon Floor Mounted Door Stop - Brushed Satin (4 of) | 486 | Hardware > Hardware Accessories | none | -12482 | none | |
| 2657 | BLACK STAINLESS STEEL 1800mm Entry Door Pull Handle Set - Back to Back | 237 | HEAVY DUTY | -12731 | none | ||
| 2659 | STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | 0 | HEAVY DUTY | -12968 | none | ||
| 2656 | BLACK STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | 0 | HEAVY DUTY | -12968 | none | ||
| 2658 | BLACK STAINLESS STEEL 600mm Entry Door Pull Handle Back to Back | 0 | HEAVY DUTY | -12968 | none | ||
| 2660 | STAINLESS STEEL 1800mm Entry Door Pull Handle Set - Back to Back | 0 | HEAVY DUTY | -12968 | none | ||
| 2693 | Stainless Steel 1200mm Entry Door Pull Handles - Pair | 0 | FRONT ENTRY DOOR | -12968 | DOUBLE DOORS | ||
| 2698 | Stainless Steel 400mm Door Pull Handles | 0 | FRONT ENTRY DOOR | -12968 | DOUBLE DOORS | ||
| 2699 | Gunmetal Stainless steel 600mm Round Offset Door Pull Handles (Pair) | 0 | FRONT ENTRY DOOR | -12968 | none | ||
| 2714 | Stainless Steel 1200mm Entry Door Pull Handle Set | -12482 | FRONT ENTRY DOOR | -25450 | DOUBLE DOORS | ||
| 2717 | Copper Tinted - 1200mm Entry Door Pull Handles - Pair | -12968 | SLIDING DOOR, FRONT ENTRY DOOR | -25936 | DOUBLE DOORS | ||
| 2697 | Black 400mm Entry Door Pull Handles - Pair | -12968 | SLIDING DOOR, FRONT ENTRY DOOR | -25936 | none |