Fold 4 - Understanding why coefficient 28055 was selected
Tag: SPECIAL
Selected Coefficient: 28055
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
Products with this tag: 20
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? |
|---|---|---|---|---|---|
| 28055 | 12.060241 | 1.6.4 | 4.6.1 (4*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 4663937 | 12.060241 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 165503 | 12.084337 | 1.2.24 | 24.2.1 (24*83^2 + 2*83 + 1) | No | |
| 582 | 12.084337 | 1.7 | 7.1 (7*83 + 1) | No | |
| 0 | 16.000000 | 0 | 0 (0) | No | |
| 10306196 | 18.000000 | 3.3.2.18 | 18.2.3.3 (18*83^3 + 2*83^2 + 3*83 + 3) | No | |
| -3472224 | 18.000000 | -2.2.6.6 | -6.6.2.2 (-(6*83^3 + 6*83^2 + 2*83 + 2)) | No | |
| 1812317 | 18.000145 | 12.6.14.3 | 3.14.6.12 (3*83^3 + 14*83^2 + 6*83 + 12) | No | |
| 110734 | 18.000145 | 12.6.16 | 16.6.12 (16*83^2 + 6*83 + 12) | No | |
| 186 | 19.000000 | 20.2 | 2.20 (2*83 + 20) | No | |
| -1591 | 19.000000 | -14.19 | -19.14 (-(19*83 + 14)) | No |
These are the training products that have the "SPECIAL" tag (processing sequence 7095). 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 |
|---|---|---|---|---|---|---|---|
| 28887 | GD Stealie Ornament Christmas (Vintage) | 10306196 | none | 10278141 | none | ||
| 19310 | Pretty Lights NYE Pin (Vintage 2010) | 10306196 | none | 10278141 | none | ||
| 30363 | Get Rich or Dab Tryin’ (Vintage 2012) | 4663937 | none | 4635882 | none | ||
| 17945 | Grateful Totem (Size 2XL, Tie Dye) | 4663937 | none | 4635882 | none | ||
| 14363 | Grateful Totem Shirt (Small, Tie Dye Vintage 2015) | 4663937 | none | 4635882 | none | ||
| 30144 | Gem bolt | 1812317 | none | 1784262 | none | ||
| 25187 | Rose Stealie Pin (Vintage 2013) | 165503 | none | 137448 | none | ||
| 28902 | GD Trolley Pin (Vintage) | 110734 | none | 82679 | none | ||
| 11681 | Grateful Totem Pin (Antique Gold, Vintage 2013) | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 18119 | Groovy pin | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 13622 | Grateful Totem Pin (Antique Silver, Vintage 2013) | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 32107 | Royal Dead Shoe Buckles (Pair) (Silver Mix, Vintage 2012) | 582 | none | -27473 | none | ||
| 19076 | Lotus Buddha Pin (Vintage 2014) | 186 | none | -27869 | none | ||
| 25295 | Juggernaut Hub Duo Step-Over Special | 0 | BIKE STYLE_JUGGERNAUT SERIES (ALL-TERRAIN BIKES), OPTIONS_HIDDEN_PRODUCT, PEDAL ASSIST TYPE_CADENCE SENSOR | -28055 | 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 | VEGAN WINE | -28055 | none | ||
| 27716 | Funny Gone Hunting Be Back Soon To Go Fishing Humor product 11oz Mug | 0 | JMI | -28055 | none | ||
| 23609 | 6 x 2023 Sauvignon Blanc | 0 | VEGAN WINE | -28055 | none | ||
| 27621 | Armadillo Otaku Anime Vintage by DOTC 11oz Mug | -1591 | WEARING, HOME | -29646 | none | ||
| 30412 | 14K White Gold, Blue Diamond Halo Ring | -3472224 | CLUSTER, FORMAL WEAR | -3500279 | none | ||
| 30413 | 14K Yellow Gold 0.04ctw Diamond Crown Women's Ring | -3472224 | CLUSTER, FORMAL WEAR | -3500279 | none |