Fold 1 - Understanding why coefficient 258 was selected
Tag: KLAVIYO - SERVICE
Selected Coefficient: 258
Taxonomy Path: 21.3
Taxonomy Name: Services > Business Services
Products with this tag: 18
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? |
|---|---|---|---|---|---|
| 258 | 12.025637 | 21.3 | 3.21 (3*79 + 21) | Services > Business Services | Yes |
| 25222 | 12.025637 | 21.3.4 | 4.3.21 (4*79^2 + 3*79 + 21) | Services > Business Services > Security Services | No |
| 13056 | 12.063291 | 21.7.2 | 2.7.21 (2*79^2 + 7*79 + 21) | Services > Professional Services > Finance & Insurance | No |
| 25459 | 12.063291 | 21.6.4 | 4.6.21 (4*79^2 + 6*79 + 21) | Services > Personal Services > Lifestyle Services | No |
| 12587 | 13.000160 | 26.1.2 | 2.1.26 (2*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | No |
| 4462420 | 13.000641 | 26.1.4.9 | 9.4.1.26 (9*79^3 + 4*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Frame & Body Parts | No |
| 493 | 16.000000 | 19.6 | 6.19 (6*79 + 19) | Product Add-Ons > Shipping Insurance | No |
| 0 | 16.000000 | 0 | 0 (0) | No | |
| 41022432 | 17.000000 | 23.4.16.4.1 | 1.4.16.4.23 (38950081 + 4*79^3 + 16*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Decks | No |
| 41009845 | 17.000000 | 76.2.14.4.1 | 1.4.14.2.76 (38950081 + 4*79^3 + 14*79^2 + 2*79 + 76) | No | |
| -41009845 | 17.000000 | -76.2.14.4.1 | -1.4.14.2.76 (-(38950081 + 4*79^3 + 14*79^2 + 2*79 + 76)) | No |
These are the training products that have the "KLAVIYO - SERVICE" tag (processing sequence 3866). 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 |
|---|---|---|---|---|---|---|---|
| 17804 | Hadean Bamboo Deck | 41022432 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Decks | none | 41022174 | none | |
| 17968 | GT Bamboo Deck | 41009845 | PLSPTDLR | 41009587 | none | ||
| 17803 | Hadean Carbon Deck | 4462420 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Frame & Body Parts | none | 4462162 | none | |
| 17847 | Extend Protection Plan | 25459 | Services > Personal Services > Lifestyle Services | none | 25201 | EXTEND | |
| 17866 | Extend Protection Plan | 25222 | Services > Business Services > Security Services | none | 24964 | EXTEND | |
| 17850 | Extend Shipping Protection Plan | 25222 | Services > Business Services > Security Services | none | 24964 | none | |
| 17942 | Extend Protection Plan - Evolve Skateboard | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 14447 | Logo Badges | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | none | 12329 | none | |
| 17809 | Motor Plate | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | none | 12329 | none | |
| 17930 | Charging Port Cover | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | none | 12329 | none | |
| 17935 | Stoke Deck | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | none | 12329 | none | |
| 17848 | Extend Shipping Protection Plan | 493 | Product Add-Ons > Shipping Insurance | none | 235 | none | |
| 17849 | Extend Shipping Protection Plan | 493 | Product Add-Ons > Shipping Insurance | none | 235 | none | |
| 17916 | Battery Components | 258 | Services > Business Services | none | 0 | none | |
| 17865 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | EXTEND | |
| 17947 | GTR Bamboo Deck | 0 | GTR SERIES COMPONENTS | -258 | none | ||
| 17964 | GTX Deck | 0 | PLSPTDLR | -258 | none | ||
| 17822 | Motor | -41009845 | GTR SERIES COMPONENTS | -41010103 | none |