Fold 1 - Understanding why coefficient 4 was selected
Tag: BABY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 54
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 4 | 4.303797 | 4 | 4 (4) | Baby & Toddler | Yes |
| 162 | 4.367089 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 7193 | 4.594937 | 4.12.1 | 1.12.4 (6241 + 12*79 + 4) | Baby & Toddler > Swaddling & Receiving Blankets > Receiving Blankets | No |
| -2045929 | 53.000000 | -66.64.11.4 | -4.11.64.66 (-(4*79^3 + 11*79^2 + 64*79 + 66)) | No | |
| -4025699 | 53.000000 | -17.3.13.8 | -8.13.3.17 (-(8*79^3 + 13*79^2 + 3*79 + 17)) | No | |
| 599295 | 53.000000 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 421935047 | 53.000000 | 76.75.61.65.10 | 10.65.61.75.76 (10*79^4 + 65*79^3 + 61*79^2 + 75*79 + 76) | No |
These are the training products that have the "BABY" tag (processing sequence 722). 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 |
|---|---|---|---|---|---|---|---|
| 1514 | CHECKER QUILT JACKET BY SAJ | 421935047 | TOP, SMALL, APPAREL | 421935043 | CHILDREN | ||
| 5382 | Airbrush Born in the 80s Shirt Design | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | DESIGN, 90S | 599291 | T-SHIRT, TEENS | |
| 12234 | Designer Minky Blanket - Little Man | 7193 | Baby & Toddler > Swaddling & Receiving Blankets > Receiving Blankets | none | 7189 | CHEATER QUILT, DESIGNER MINKY | |
| 12208 | Designer Minky Blanket - Gamer Dad | 7193 | Baby & Toddler > Swaddling & Receiving Blankets > Receiving Blankets | none | 7189 | CHEATER QUILT | |
| 12130 | Designer Minky Blanket - Adorable Dinos | 7193 | Baby & Toddler > Swaddling & Receiving Blankets > Receiving Blankets | none | 7189 | CHEATER QUILT | |
| 9397 | Baby girl one year old birthday outfit - Black | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9314 | Baby girl one year old birthday outfit - Deep Pink | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9693 | Baby first birthday outfit girl - White and pink flower | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9694 | Baby first birthday outfit girl - White and pink cupcake | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9701 | Baby first birthday outfit girl - White and pink one | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9702 | Baby first birthday outfit girl - White and pink lit one | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9709 | Baby girl first birthday outfit - Deep Pink Two | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9716 | Baby girl first birthday outfit - Deep Pink One | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9717 | Baby girl first birthday outfit - Deep Pink Cupcake | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9718 | Baby girl first birthday outfit - Light Pink One | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9719 | Baby girl first birthday outfit - Light Pink Cupcake | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9720 | Baby girl first birthday outfit - Red ice cream | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9730 | Baby girl first birthday outfit - Red Cupcake | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9737 | 2nd birthday tutu outfit for baby girl | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9739 | 2nd birthday tutu dress - Deep Pink Two | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9754 | 1st birthday dress for baby girl - Deep Pink One | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9761 | 1st birthday dress for baby girl - White and Deep Pink One | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9764 | 1st birthday dress for baby girl - Deep Pink Cupcake | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9780 | 2nd birthday outfit for baby girl long sleeve - Pink two | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 10058 | Baby girl first birthday dress long sleeve - Pink flower | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 10143 | 1st birthday outfit baby girl - Light Pink | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9738 | Cute 1 year old baby girl outfits - One Crown | 4 | Baby & Toddler | none | 0 | none | |
| 10157 | First birthday party outfit girl - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10164 | First birthday outfit baby girl - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10176 | First birthday outfit baby girl - Purple | 4 | Baby & Toddler | none | 0 | none | |
| 9300 | Sequin baby girl dress - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9299 | Sequin baby girl dress - Red | 4 | Baby & Toddler | none | 0 | none | |
| 9894 | Baby girl first birthday dress long sleeve - White and pink leopard | 4 | Baby & Toddler | none | 0 | none | |
| 10141 | First birthday outfit girls - White and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10142 | 1st birthday outfit baby girl - Black and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9302 | Sequin baby girl dress - Cream | 4 | Baby & Toddler | none | 0 | none | |
| 9312 | Toddler girl party dresses - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9313 | Toddler girl party dresses - Dark Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10093 | Baby girl first birthday dress long sleeve - Deep pink heart | 4 | Baby & Toddler | none | 0 | none | |
| 9347 | Baby girl one year old birthday outfit - Purple | 4 | Baby & Toddler | none | 0 | none | |
| 9348 | Baby girl one year old birthday outfit - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9301 | Sequin baby girl dress - Green | 4 | Baby & Toddler | none | 0 | none | |
| 9692 | Plaid dress for baby girl - Red and black | 4 | Baby & Toddler | none | 0 | none | |
| 10094 | Baby girl first birthday dress long sleeve - Deep pink one | 4 | Baby & Toddler | none | 0 | none | |
| 10107 | Baby girl first birthday dress long sleeve - Deep pink cake | 4 | Baby & Toddler | none | 0 | none | |
| 10116 | 2nd birthday tutu for baby girl - Light pink and white two | 4 | Baby & Toddler | none | 0 | none | |
| 10117 | 2nd birthday tutu for baby girl - Deep pink and white two | 4 | Baby & Toddler | none | 0 | none | |
| 10118 | First birthday outfit for baby girls - Light pink and white crown | 4 | Baby & Toddler | none | 0 | none | |
| 10119 | First birthday outfit for baby girls - Light pink and white one | 4 | Baby & Toddler | none | 0 | none | |
| 10131 | Toddler 2nd birthday outfit girl - Pink and Black | 4 | Baby & Toddler | none | 0 | none | |
| 10132 | Toddler 2nd birthday outfit girl - Pink and White | 4 | Baby & Toddler | none | 0 | none | |
| 10133 | First birthday unicorn outfit - White and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 1520 | CHECK MATE BLANKET | -2045929 | APPAREL | -2045933 | CERAMIC, CHILDREN, VALENTINES DAY | ||
| 12422 | Infant Thin Yellow Line US Tattered Flag Short Sleeve Baby Bodysuit - Onesie | -4025699 | 10-20, APPAREL | -4025703 | SHIRTS |