Fold 1 - Understanding why coefficient 4025525 was selected
Tag: T-SHIRT
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 30
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? |
|---|---|---|---|---|---|
| 4025525 | 15.000320 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 78892561 | 15.002083 | 1.1.1.2.2 | 2.2.1.1.1 (2*79^4 + 2*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | No |
| 0 | 23.000164 | 0 | 0 (0) | No | |
| 3451273 | 23.000168 | 0.0.0.7 | 7.0.0.0 (7*79^3) | No | |
| 4899185 | 23.000961 | 0.0.74.9 | 9.74.0.0 (9*79^3 + 74*79^2) | No | |
| -4025525 | 27.000160 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -1098496 | 27.000320 | -1.1.18.2 | -2.18.1.1 (-(2*79^3 + 18*79^2 + 79 + 1)) | No | |
| 4 | 28.000000 | 4 | 4 (4) | Baby & Toddler | No |
| 599291 | 28.012658 | 76.1.17.1 | 1.17.1.76 (493039 + 17*79^2 + 79 + 76) | No | |
| -11121702 | 28.012658 | -3.3.44.22 | -22.44.3.3 (-(22*79^3 + 44*79^2 + 3*79 + 3)) | No | |
| -1972881 | 29.000000 | -14.9.0.4 | -4.0.9.14 (-(4*79^3 + 9*79 + 14)) | No |
These are the training products that have the "T-SHIRT" tag (processing sequence 2857). 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 |
|---|---|---|---|---|---|---|---|
| 291 | Athletic DNA Football Tee | 78892561 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | none | 74867036 | none | |
| 8192 | Origin Active T-shirt | 78892561 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | none | 74867036 | none | |
| 5342 | Airbrush ZOA Shirt Design | 4899185 | DESIGN, BLUE, ORANGE, COLORFUL, NEON GREEN | 873660 | TEENS | ||
| 341 | I Can't Breathe T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11018 | Unity Pride | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 309 | Fancy Good Trouble T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 340 | Hustle Hard Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 384 | Men's Cotton Crew Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 401 | Get In Trouble T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 14059 | Graffiti Porsche T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11044 | Fresh Start | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5838 | Funny Pink Bear Fortnite T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11043 | Fresh Start | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11033 | I-5 Canoe | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 10475 | Your Opinion Will Never Cut Me A Check T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11019 | Unity Pride | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 321 | Good Vibes Only T-shirt | 3451273 | TOP | -574252 | none | ||
| 390 | Men's Team Parks t-shirt | 3451273 | TOP | -574252 | none | ||
| 5382 | Airbrush Born in the 80s Shirt Design | 599291 | DESIGN, 90S, BABY | -3426234 | TEENS | ||
| 348 | Infant "Simply Dope" Tee | 4 | Baby & Toddler | none | -4025521 | none | |
| 347 | Infant "Alycia Mikay" Onesie | 4 | Baby & Toddler | none | -4025521 | none | |
| 8592 | No One Should Live In a Closet - Gay Pride Top | 0 | APPAREL | -4025525 | none | ||
| 5501 | Airbrush Est. 1998 Shirt Design | 0 | DESIGN, BLUE, ORANGE, SPLATTER | -4025525 | TEENS | ||
| 5497 | Airbrush Hot Girl Shirt Design | 0 | DESIGN | -4025525 | TEENS | ||
| 9488 | Airbrush Beyonce Renaissance Tour Shirt | 0 | DESIGN, BLUE, COLORFUL | -4025525 | TEENS | ||
| 5500 | Airbrush Taurus Shirt Design | -1098496 | DESIGN, ORANGE | -5124021 | TEENS | ||
| 1898 | Women's We Can Do It Unicorn T-Shirt | -1972881 | BLUE, GRAY | -5998406 | none | ||
| 10166 | Fair Flies Shield Short-Sleeve Tee | -4025525 | APPAREL, CLOTHING | -8051050 | none | ||
| 45 | Patriotic ‘AMERICA’ Women's Racerback Tank | -4025525 | TANK TOP, APPAREL | -8051050 | none | ||
| 9379 | Airbrush #LongLive Portrait With Butterflies Shirt Design | -11121702 | DESIGN, BLUE, ORANGE, GREEN | -15147227 | PORTRAIT |