Fold 3 - Understanding why coefficient 4663937 was selected
Tag: SPECIAL
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 24
Unique residual values tried: 16
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? |
|---|---|---|---|---|---|
| 4663937 | 14.072293 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 7522872 | 14.072294 | 1.1.13.13 | 13.13.1.1 (13*83^3 + 13*83^2 + 83 + 1) | No | |
| 4092150 | 14.072294 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | No | |
| 28055 | 14.084337 | 1.6.4 | 4.6.1 (4*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
| 582 | 14.096386 | 1.7 | 7.1 (7*83 + 1) | No | |
| 165503 | 14.108434 | 1.2.24 | 24.2.1 (24*83^2 + 2*83 + 1) | No | |
| 0 | 20.000000 | 0 | 0 (0) | No | |
| 10306196 | 20.024096 | 3.3.2.18 | 18.2.3.3 (18*83^3 + 2*83^2 + 3*83 + 3) | No | |
| 13947 | 20.036145 | 3.2.2 | 2.2.3 (2*83^2 + 2*83 + 3) | No | |
| 144139380 | 20.036145 | 3.10.7.3.3 | 3.3.7.10.3 (3*83^4 + 3*83^3 + 7*83^2 + 10*83 + 3) | No | |
| 110734 | 22.000145 | 12.6.16 | 16.6.12 (16*83^2 + 6*83 + 12) | No | |
| 1812317 | 22.000145 | 12.6.14.3 | 3.14.6.12 (3*83^3 + 14*83^2 + 6*83 + 12) | No | |
| -49188003 | 23.000000 | -45.6.2.3.1 | -1.3.2.6.45 (-(47458321 + 3*83^3 + 2*83^2 + 6*83 + 45)) | No | |
| 768 | 23.000000 | 21.9 | 9.21 (9*83 + 21) | No | |
| 186 | 23.000000 | 20.2 | 2.20 (2*83 + 20) | No | |
| -1419397 | 23.000000 | -14.3.40.2 | -2.40.3.14 (-(2*83^3 + 40*83^2 + 3*83 + 14)) | No |
These are the training products that have the "SPECIAL" tag (processing sequence 7124). 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 |
|---|---|---|---|---|---|---|---|
| 27690 | I Just Freaking Love Birds OK? Souvenir by ASJ graphic 11oz Mug | 144139380 | WORDS | 139475443 | none | ||
| 19310 | Pretty Lights NYE Pin (Vintage 2010) | 10306196 | none | 5642259 | none | ||
| 28887 | GD Stealie Ornament Christmas (Vintage) | 10306196 | none | 5642259 | none | ||
| 10575 | Grateful Totem Hoodie (Large, Vintage) | 7522872 | none | 2858935 | none | ||
| 30363 | Get Rich or Dab Tryin’ (Vintage 2012) | 4663937 | none | 0 | none | ||
| 17945 | Grateful Totem (Size 2XL, Tie Dye) | 4663937 | none | 0 | none | ||
| 18750 | L25 Shirt (Teal, Women’s Medium, Vintage 2012) | 4092150 | none | -571787 | none | ||
| 30144 | Gem bolt | 1812317 | none | -2851620 | none | ||
| 25187 | Rose Stealie Pin (Vintage 2013) | 165503 | none | -4498434 | none | ||
| 28902 | GD Trolley Pin (Vintage) | 110734 | none | -4553203 | none | ||
| 18119 | Groovy pin | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | -4635882 | none | |
| 11681 | Grateful Totem Pin (Antique Gold, Vintage 2013) | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | -4635882 | none | |
| 13622 | Grateful Totem Pin (Antique Silver, Vintage 2013) | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | -4635882 | none | |
| 29638 | GD Wild Things pin | 13947 | none | -4649990 | none | ||
| 23625 | Vineyard Membership - six of our best bottles every six months + extra benefits! | 768 | none | -4663169 | none | ||
| 32293 | Royal Dead Shoe Buckles (Pair) (Silver, Vintage 2012) | 582 | none | -4663355 | none | ||
| 32107 | Royal Dead Shoe Buckles (Pair) (Silver Mix, Vintage 2012) | 582 | none | -4663355 | none | ||
| 19076 | Lotus Buddha Pin (Vintage 2014) | 186 | none | -4663751 | none | ||
| 23618 | Maeve's Intro Pack - 1 x 2023 Sauvignon Blanc, 2 x 2021 Riesling, 1 x 2020 Late Autumn, 1 x 2021 Pinot Noir and 1 x Maeve Sparkling Rose | 0 | COOL CLIMATE WINE | -4663937 | none | ||
| 23609 | 6 x 2023 Sauvignon Blanc | 0 | COOL CLIMATE WINE | -4663937 | none | ||
| 30413 | 14K Yellow Gold 0.04ctw Diamond Crown Women's Ring | 0 | CLUSTER, FORMAL WEAR, BRIDESMAID | -4663937 | none | ||
| 27716 | Funny Gone Hunting Be Back Soon To Go Fishing Humor product 11oz Mug | 0 | JMI | -4663937 | none | ||
| 27621 | Armadillo Otaku Anime Vintage by DOTC 11oz Mug | -1419397 | WEARING, OFFICE, ADD, HOME | -6083334 | none | ||
| 25295 | Juggernaut Hub Duo Step-Over Special | -49188003 | BIKE STYLE_JUGGERNAUT SERIES (ALL-TERRAIN BIKES), OPTIONS_HIDDEN_PRODUCT, BIKE-FEATURES_DUAL BATTERY | -53851940 | none |