Fold 2 - Understanding why coefficient 1515 was selected
Tag: HOME
Selected Coefficient: 1515
Taxonomy Path: 14.19
Taxonomy Name: Home & Garden > Smoking Accessories
Products with this tag: 15
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 1515 | 7.063291 | 14.19 | 19.14 (19*79 + 14) | Home & Garden > Smoking Accessories | Yes |
| 5461679 | 7.076110 | 14.10.6.11 | 11.6.10.14 (11*79^3 + 6*79^2 + 10*79 + 14) | Home & Garden > Household Supplies > Household Cleaning Supplies > Household Cleaning Products | No |
| 121388254 | 7.076110 | 14.10.16.9.3 | 3.9.16.10.14 (3*79^4 + 9*79^3 + 16*79^2 + 10*79 + 14) | Home & Garden > Household Supplies > Storage & Organization > Storage Hooks & Racks > Utility Hooks | No |
| 399675 | 7.076110 | 14.3.64 | 64.3.14 (64*79^2 + 3*79 + 14) | Home & Garden > Decor > Throw Pillows | No |
| 174999 | 7.076110 | 14.3.28 | 28.3.14 (28*79^2 + 3*79 + 14) | Home & Garden > Decor > Dried Flowers | No |
| 1979596 | 7.088608 | 14.15.1.4 | 4.1.15.14 (4*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| 0 | 9.012658 | 0 | 0 (0) | No | |
| 5442310 | 9.063291 | 0.2.3.11 | 11.3.2.0 (11*79^3 + 3*79^2 + 2*79) | No | |
| 492483433623 | 14.000000 | 17.15.14.76.3.2.2 | 2.2.3.76.14.15.17 (2*79^6 + 2*79^5 + 3*79^4 + 76*79^3 + 14*79^2 + 15*79 + 17) | No |
These are the training products that have the "HOME" tag (processing sequence 3904). 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 |
|---|---|---|---|---|---|---|---|
| 1459 | ABSTRACT TRANSPARENT MOBILE | 492483433623 | DECOR, WALL ART | 492483432108 | none | ||
| 1465 | Mop Broom Holder, Garden Tools Wall Mounted Commercial Organizer Saving Space Storage Rack for Kitchen Garden and Garage,Laundry Offices(5 Position with 6 Hooks) | 121388254 | Home & Garden > Household Supplies > Storage & Organization > Storage Hooks & Racks > Utility Hooks | none | 121386739 | none | |
| 18205 | Lavender Shoe-Pourri | 5461679 | Home & Garden > Household Supplies > Household Cleaning Supplies > Household Cleaning Products | none | 5460164 | none | |
| 5088 | Fruit Infuse Water Bottle | 5442310 | HEALTH | 5440795 | none | ||
| 1482 | BRONTE THROW | 1979596 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 1978081 | none | |
| 18176 | Lavender Inspirational Small Pillow | 399675 | Home & Garden > Decor > Throw Pillows | none | 398160 | none | |
| 18204 | Crafting Lavender | 174999 | Home & Garden > Decor > Dried Flowers | none | 173484 | none | |
| 5291 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1515 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 5315 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1515 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 5332 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1515 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 2679 | LED Modern Double Wall Sconce Indoor Lights - Up/Down | 0 | LIGHTS | -1515 | none | ||
| 18178 | Fur Decorative Pillow | 0 | PILLOW | -1515 | none | ||
| 2678 | LARGE Tube Pendant Light - BRONZE GOLD | 0 | ROUND | -1515 | none | ||
| 2661 | LARGE Tube Pendant Light - ROSE GOLD | 0 | ROUND | -1515 | none | ||
| 18211 | Medium Lavender Pillow | 0 | PILLOW | -1515 | none |