Fold 4 - Understanding why coefficient 1591 was selected
Tag: HOME
Selected Coefficient: 1591
Taxonomy Path: 14.19
Taxonomy Name: Home & Garden > Smoking Accessories
Products with this tag: 20
Unique residual values tried: 14
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? |
|---|---|---|---|---|---|
| 1591 | 8.108434 | 14.19 | 19.14 (19*83 + 14) | Home & Garden > Smoking Accessories | Yes |
| 193155 | 8.108724 | 14.3.28 | 28.3.14 (28*83^2 + 3*83 + 14) | Home & Garden > Decor > Dried Flowers | No |
| 1419397 | 8.108724 | 14.3.40.2 | 2.40.3.14 (2*83^3 + 40*83^2 + 3*83 + 14) | No | |
| 427381 | 8.108724 | 14.3.62 | 62.3.14 (62*83^2 + 3*83 + 14) | Home & Garden > Decor > Suncatchers | No |
| 147632114 | 8.120627 | 14.10.16.9.3 | 3.9.16.10.14 (3*83^4 + 9*83^3 + 16*83^2 + 10*83 + 14) | Home & Garden > Household Supplies > Storage & Organization > Storage Hooks & Racks > Utility Hooks | No |
| 6331835 | 8.120627 | 14.10.6.11 | 11.6.10.14 (11*83^3 + 6*83^2 + 10*83 + 14) | No | |
| 69983 | 8.120627 | 14.13.10 | 10.13.14 (10*83^2 + 13*83 + 14) | No | |
| 96667541 | 8.120627 | 14.13.5.3.2 | 2.3.5.13.14 (2*83^4 + 3*83^3 + 5*83^2 + 13*83 + 14) | No | |
| 6311251 | 8.132530 | 14.11.3.11 | 11.3.11.14 (11*83^3 + 3*83^2 + 11*83 + 14) | No | |
| 2295296 | 8.132530 | 14.15.1.4 | 4.1.15.14 (4*83^3 + 6889 + 15*83 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| 0 | 13.024096 | 0 | 0 (0) | No | |
| -440315 | 13.072289 | -0.76.63 | -63.76.0 (-(63*83^2 + 76*83)) | No | |
| 4713072 | 13.072289 | 0.12.20.8 | 8.20.12.0 (8*83^3 + 20*83^2 + 12*83) | No | |
| -138042 | 19.000000 | -13.3.20 | -20.3.13 (-(20*83^2 + 3*83 + 13)) | No |
These are the training products that have the "HOME" tag (processing sequence 6914). 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 |
|---|---|---|---|---|---|---|---|
| 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) | 147632114 | Home & Garden > Household Supplies > Storage & Organization > Storage Hooks & Racks > Utility Hooks | none | 147630523 | none | |
| 28955 | Twist LED 21W with Alluminum Finish Light Vintage Shade Adjustable Floor Lamp | 96667541 | LED | 96665950 | none | ||
| 18205 | Lavender Shoe-Pourri | 6331835 | none | 6330244 | none | ||
| 5088 | Fruit Infuse Water Bottle | 6311251 | none | 6309660 | none | ||
| 18212 | Bolster Pillow | 4713072 | PILLOW | 4711481 | none | ||
| 1482 | BRONTE THROW | 2295296 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 2293705 | none | |
| 18182 | Solid Oak HEART Tealight holder | 1419397 | none | 1417806 | none | ||
| 1459 | ABSTRACT TRANSPARENT MOBILE | 427381 | Home & Garden > Decor > Suncatchers | none | 425790 | none | |
| 18204 | Crafting Lavender | 193155 | Home & Garden > Decor > Dried Flowers | none | 191564 | none | |
| 7943 | Start Night Lamp for Kids | 69983 | none | 68392 | none | ||
| 5291 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1591 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 5332 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1591 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 5315 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1591 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 18211 | Medium Lavender Pillow | 0 | PILLOW | -1591 | none | ||
| 18198 | Small Bolster Pillow | 0 | PILLOW | -1591 | none | ||
| 18177 | Lavender Vibrant Butterfly Small Pillow | 0 | PILLOW | -1591 | none | ||
| 20887 | Go Vegan Revolution Logo Bamboo Cutting Board | 0 | CUTTING BOARD | -1591 | BAMBOO | ||
| 27621 | Armadillo Otaku Anime Vintage by DOTC 11oz Mug | 0 | WEARING | -1591 | SPECIAL | ||
| 18178 | Fur Decorative Pillow | -138042 | PILLOW, BFF | -139633 | none | ||
| 18186 | Large Square Lavender Sachet | -440315 | PILLOW | -441906 | none |