Fold 0 - Understanding why coefficient 4 was selected
Tag: BABY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 59
Unique residual values tried: 6
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 | 3.354430 | 4 | 4 (4) | Baby & Toddler | Yes |
| 162 | 3.405063 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 7193 | 3.658228 | 4.12.1 | 1.12.4 (6241 + 12*79 + 4) | Baby & Toddler > Swaddling & Receiving Blankets > Receiving Blankets | No |
| 599295 | 58.000000 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| -174 | 58.000000 | -16.2 | -2.16 (-(2*79 + 16)) | No | |
| 422509299 | 58.000000 | 77.76.74.66.10 | 10.66.74.76.77 (10*79^4 + 66*79^3 + 74*79^2 + 76*79 + 77) | No |
These are the training products that have the "BABY" tag (processing sequence 731). 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 | 422509299 | TOP, SMALL | 422509295 | CHILDREN | ||
| 5382 | Airbrush Born in the 80s Shirt Design | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | DESIGN, PINK, BRICKS, 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 | |
| 12221 | Designer Minky Blanket - Hockey Keep Your Stick on the Ice Blue/Green | 7193 | Baby & Toddler > Swaddling & Receiving Blankets > Receiving Blankets | none | 7189 | CHEATER QUILT, DESIGNER MINKY BLANKET | |
| 12208 | Designer Minky Blanket - Gamer Dad | 7193 | Baby & Toddler > Swaddling & Receiving Blankets > Receiving Blankets | none | 7189 | CHEATER QUILT, DESIGNER MINKY BLANKET | |
| 12130 | Designer Minky Blanket - Adorable Dinos | 7193 | Baby & Toddler > Swaddling & Receiving Blankets > Receiving Blankets | none | 7189 | CHEATER QUILT, DESIGNER MINKY BLANKET | |
| 9708 | Baby girl first birthday outfit - Deep Pink Flower | 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 | |
| 9397 | Baby girl one year old birthday outfit - Black | 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 | |
| 9700 | Second birthday outfit for girls - White and pink | 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 | |
| 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 | |
| 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 | |
| 9740 | 1st birthday dress for baby girl - Deep Pink Mouse | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9741 | 1st birthday dress for baby girl - Deep Pink Crown | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9753 | 1st birthday dress for baby girl - White and Pink Heart | 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 | |
| 9762 | 1st birthday dress for baby girl - White and 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 | |
| 9774 | 1st birthday dress for baby girl - White and pink cupcake | 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 | |
| 10095 | Baby girl first birthday dress long sleeve - Light pink one | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 10129 | First birthday outfit for baby girls - Light pink and white cake | 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 | |
| 9763 | 1st birthday dress for baby girl - Pink Leopard Cupcake | 4 | Baby & Toddler | none | 0 | none | |
| 9303 | Toddler girl party dresses - 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 | |
| 9301 | Sequin baby girl dress - Green | 4 | Baby & Toddler | none | 0 | none | |
| 10093 | Baby girl first birthday dress long sleeve - Deep pink heart | 4 | Baby & Toddler | none | 0 | none | |
| 10094 | Baby girl first birthday dress long sleeve - Deep pink one | 4 | Baby & Toddler | none | 0 | none | |
| 9300 | Sequin baby girl dress - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9348 | Baby girl one year old birthday outfit - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10106 | Baby girl first birthday dress long sleeve - Light pink cake | 4 | Baby & Toddler | none | 0 | none | |
| 9692 | Plaid dress for baby girl - Red and black | 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 | |
| 10119 | First birthday outfit for baby girls - Light pink and white one | 4 | Baby & Toddler | none | 0 | none | |
| 9313 | Toddler girl party dresses - Dark Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10120 | First birthday outfit for baby girls - Deep pink and white one | 4 | Baby & Toddler | none | 0 | none | |
| 9299 | Sequin baby girl dress - Red | 4 | Baby & Toddler | none | 0 | none | |
| 10130 | First birthday outfit for baby girls - Cake deep pink and white | 4 | Baby & Toddler | none | 0 | none | |
| 10131 | Toddler 2nd birthday outfit girl - Pink and Black | 4 | Baby & Toddler | none | 0 | none | |
| 9736 | Second birthday dress for baby girl - Long sleeve | 4 | Baby & Toddler | none | 0 | none | |
| 10132 | Toddler 2nd birthday outfit girl - Pink and White | 4 | Baby & Toddler | none | 0 | none | |
| 9738 | Cute 1 year old baby girl outfits - One Crown | 4 | Baby & Toddler | none | 0 | none | |
| 10133 | First birthday unicorn outfit - White and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10134 | First birthday outfit girls - Black and Pink | 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 | |
| 10176 | First birthday outfit baby girl - Purple | 4 | Baby & Toddler | none | 0 | none | |
| 10151 | First birthday party outfit girl - Deep Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10164 | First birthday outfit baby girl - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 12422 | Infant Thin Yellow Line US Tattered Flag Short Sleeve Baby Bodysuit - Onesie | -174 | 10-20 | -178 | SHIRTS, SHORT-SLEEVE |