Fold 3 - Understanding why coefficient -25044 was selected
Tag: SPRING BASICS
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 25
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -25044 | 12.013620 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| -4025525 | 12.013620 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -63043 | 12.151899 | -1.8.10 | -10.8.1 (-(10*79^2 + 8*79 + 1)) | No | |
| 0 | 17.000000 | 0 | 0 (0) | No | |
| 2552649 | 21.012979 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 56249 | 21.012979 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 1516643 | 21.012979 | 1.1.6.3 | 3.6.1.1 (3*79^3 + 6*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Lingerie > Bras | No |
| 50403 | 21.037975 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "SPRING BASICS" tag (processing sequence 4370). 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 |
|---|---|---|---|---|---|---|---|
| 9446 | Collie Dark Wash Denim Shorts | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 2577693 | none | |
| 9411 | Neon Hot Pink Criss Cross Bralette | 1516643 | Apparel & Accessories > Clothing > Lingerie > Bras | none | 1541687 | none | |
| 9422 | Ready And Waiting Mint Romper | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 81293 | none | |
| 9444 | Natalie Gold Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 75447 | TRENDING | |
| 9568 | Ahoy Peach Leopard Flip Flop | 0 | SANDALS | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 9385 | Yiska Fuchsia Sandal | 0 | SANDALS | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 9392 | Yiska Black Sandal | 0 | SANDALS | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 9419 | Runway Walk Rose Jumpsuit | 0 | JUMPSUITS | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 9437 | Limit Black Sandal | 0 | SANDALS | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 9468 | Ain't My Fault Neon Coral Jumpsuit | 0 | JUMPSUITS | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 9480 | Good Times Fuchsia Cardigan | 0 | CARDIGANS | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 9553 | Good Mood Spring Blue Jumpsuit | 0 | JUMPSUITS | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 9543 | Find My Way Coral Pink Dress | -25044 | MIDI, DRESSES | 0 | none | ||
| 9399 | On The Go Hot Striped Dress | -25044 | MIDI, DRESSES | 0 | none | ||
| 9469 | Black And Ivory Striped Dress | -25044 | MIDI, DRESSES | 0 | none | ||
| 9412 | Love Me Ice Blue Dress | -25044 | MIDI, DRESSES | 0 | none | ||
| 9428 | Make Life Easy Light Rose Maxi Dress | -25044 | MAXI, DRESSES | 0 | none | ||
| 9431 | Tell Me Anything Ice Blue Maxi Dress | -25044 | MAXI, DRESSES | 0 | none | ||
| 9554 | Banques Bone Sandal Wedge | -63043 | SANDALS, WEDGES & HEELS | -37999 | none | ||
| 9401 | Pause And Reflect Black Top | -4025525 | BLOUSES, TOPS | -4000481 | none | ||
| 9384 | Only Talking To Jesus Today Graphic Tee | -4025525 | GRAPHIC TEES, TOPS | -4000481 | none | ||
| 9447 | Good Times Roll Deep Coral/Ivory Striped Top | -4025525 | BLOUSES, TOPS | -4000481 | none | ||
| 9457 | Free Spirit Spring Blue Baby Doll Top | -4025525 | BLOUSES, TOPS | -4000481 | none | ||
| 9465 | Fan Of A Fan Kelly Green Criss Cross Cami | -4025525 | TANKS, TOPS | -4000481 | none | ||
| 9410 | Yesterdays Feeling Green/Ivory Striped Top | -4025525 | BLOUSES, TOPS | -4000481 | none |