Fold 2 - Understanding why coefficient 4 was selected
Tag: BABY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 69
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 | 11.303797 | 4 | 4 (4) | Baby & Toddler | Yes |
| 162 | 11.443038 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 13434 | 11.721519 | 4.12.2 | 2.12.4 (2*79^2 + 12*79 + 4) | Baby & Toddler > Swaddling & Receiving Blankets > Swaddling Blankets | No |
| 0 | 64.000000 | 0 | 0 (0) | No | |
| -79872565 | 66.000000 | -10.3.0.4.2 | -2.4.0.3.10 (-(2*79^4 + 4*79^3 + 3*79 + 10)) | No | |
| -7193 | 67.000000 | -4.12.1 | -1.12.4 (-(6241 + 12*79 + 4)) | No | |
| 546349702 | 68.000000 | 1.1.10.2.14 | 14.2.10.1.1 (14*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trucker Jackets | No |
These are the training products that have the "BABY" tag (processing sequence 3361). 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 | 546349702 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trucker Jackets | none | 546349698 | TOP | |
| 18830 | Koala Organic Cotton Muslin Swaddle | 13434 | Baby & Toddler > Swaddling & Receiving Blankets > Swaddling Blankets | none | 13430 | SHOWER GIFT | |
| 10058 | Baby girl first birthday dress long sleeve - 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 | |
| 9700 | Second birthday outfit for girls - White and pink | 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 | |
| 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 | |
| 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 | |
| 10129 | First birthday outfit for baby girls - Light pink and white cake | 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 | |
| 9740 | 1st birthday dress for baby girl - Deep Pink Mouse | 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 | |
| 10143 | 1st birthday outfit baby girl - Light Pink | 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 | |
| 9314 | Baby girl one year old birthday outfit - Deep Pink | 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 | |
| 9774 | 1st birthday dress for baby girl - White and pink cupcake | 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 | |
| 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 | |
| 10151 | First birthday party outfit girl - Deep Pink | 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 | |
| 12422 | Infant Thin Yellow Line US Tattered Flag Short Sleeve Baby Bodysuit - Onesie | 4 | Baby & Toddler | none | 0 | SHIRTS | |
| 9299 | Sequin baby girl dress - Red | 4 | Baby & Toddler | none | 0 | none | |
| 9300 | Sequin baby girl dress - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9301 | Sequin baby girl dress - Green | 4 | Baby & Toddler | none | 0 | none | |
| 9302 | Sequin baby girl dress - Cream | 4 | Baby & Toddler | none | 0 | none | |
| 9303 | Toddler girl party dresses - Red | 4 | Baby & Toddler | none | 0 | none | |
| 9313 | Toddler girl party dresses - Dark Pink | 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 | |
| 9692 | Plaid dress for baby girl - Red and black | 4 | Baby & Toddler | none | 0 | none | |
| 9736 | Second birthday dress for baby girl - Long sleeve | 4 | Baby & Toddler | none | 0 | none | |
| 9738 | Cute 1 year old baby girl outfits - One Crown | 4 | Baby & Toddler | none | 0 | none | |
| 9763 | 1st birthday dress for baby girl - Pink Leopard Cupcake | 4 | Baby & Toddler | none | 0 | none | |
| 9894 | Baby girl first birthday dress long sleeve - White and pink leopard | 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 | |
| 10106 | Baby girl first birthday dress long sleeve - Light pink cake | 4 | Baby & Toddler | none | 0 | none | |
| 10107 | Baby girl first birthday dress long sleeve - Deep pink cake | 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 | |
| 10120 | First birthday outfit for baby girls - Deep pink and white one | 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 | |
| 10132 | Toddler 2nd birthday outfit girl - Pink and White | 4 | Baby & Toddler | none | 0 | none | |
| 18728 | Pink Floral Crib Sheet | 4 | Baby & Toddler | none | 0 | none | |
| 18755 | Blue Crab Rattle | 0 | KNIT | -4 | SHOWER GIFT | ||
| 5382 | Airbrush Born in the 80s Shirt Design | 0 | LETTERS, T-SHIRT, COOL | -4 | none | ||
| 18763 | Dino Rattle | 0 | KNIT | -4 | SHOWER GIFT | ||
| 18727 | Tiger Rattle | 0 | KNIT | -4 | SHOWER GIFT | ||
| 1520 | CHECK MATE BLANKET | 0 | VALENTINES DAY | -4 | none | ||
| 12221 | Designer Minky Blanket - Hockey Keep Your Stick on the Ice Blue/Green | -7193 | CHEATER QUILT, MADE TO ORDER BLANKET | -7197 | none | ||
| 12234 | Designer Minky Blanket - Little Man | -7193 | CHEATER QUILT, MADE TO ORDER BLANKET | -7197 | none | ||
| 18789 | NYC Train Baby Security Blanket | -79872565 | BLANKET | -79872569 | SHOWER GIFT | ||
| 18795 | Elephant Baby Security Blanket | -79872565 | BLANKET | -79872569 | SHOWER GIFT | ||
| 18695 | Puppy Security Blanket & Teether Lovey | -79872565 | BLANKET | -79872569 | SHOWER GIFT |