Fold 2 - Understanding why coefficient 4 was selected
Tag: BABY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 62
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? |
|---|---|---|---|---|---|
| 4 | 14.240964 | 4 | 4 (4) | Yes | |
| 170 | 14.349398 | 4.2 | 2.4 (2*83 + 4) | No | |
| 7889 | 14.566265 | 4.12.1 | 1.12.4 (6889 + 12*83 + 4) | No | |
| 0 | 54.012048 | 0 | 0 (0) | No | |
| -1721669 | 54.084337 | -0.76.0.3 | -3.0.76.0 (-(3*83^3 + 76*83)) | No | |
| -4663933 | 60.012048 | -80.0.13.8 | -8.13.0.80 (-(8*83^3 + 13*83^2 + 80)) | No | |
| -4670739 | 60.012048 | -80.82.13.8 | -8.13.82.80 (-(8*83^3 + 13*83^2 + 82*83 + 80)) | No | |
| 665629042 | 61.000000 | 1.1.10.2.14 | 14.2.10.1.1 (14*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 2295296 | 61.000000 | 14.15.1.4 | 4.1.15.14 (4*83^3 + 6889 + 15*83 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| 3486273 | 61.000000 | 24.5.8.6 | 6.8.5.24 (6*83^3 + 8*83^2 + 5*83 + 24) | No | |
| -9327870 | 61.000000 | -81.1.26.16 | -16.26.1.81 (-(16*83^3 + 26*83^2 + 83 + 81)) | No |
These are the training products that have the "BABY" tag (processing sequence 5084). 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 | 665629042 | none | 665629038 | none | ||
| 27759 | Chef mouse | 3486273 | none | 3486269 | none | ||
| 1520 | CHECK MATE BLANKET | 2295296 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 2295292 | HOME GOODS | |
| 12234 | Designer Minky Blanket - Little Man | 7889 | MADE TO ORDER BLANKET, DESIGNER MINKY | 7885 | none | ||
| 9764 | 1st birthday dress for baby girl - Deep Pink Cupcake | 170 | none | 166 | none | ||
| 9762 | 1st birthday dress for baby girl - White and Pink One | 170 | none | 166 | none | ||
| 9397 | Baby girl one year old birthday outfit - Black | 170 | none | 166 | none | ||
| 10095 | Baby girl first birthday dress long sleeve - Light pink one | 170 | none | 166 | none | ||
| 9314 | Baby girl one year old birthday outfit - Deep Pink | 170 | none | 166 | none | ||
| 9693 | Baby first birthday outfit girl - White and pink flower | 170 | none | 166 | none | ||
| 9701 | Baby first birthday outfit girl - White and pink one | 170 | none | 166 | none | ||
| 9702 | Baby first birthday outfit girl - White and pink lit one | 170 | none | 166 | none | ||
| 9708 | Baby girl first birthday outfit - Deep Pink Flower | 170 | none | 166 | none | ||
| 10129 | First birthday outfit for baby girls - Light pink and white cake | 170 | none | 166 | none | ||
| 9761 | 1st birthday dress for baby girl - White and Deep Pink One | 170 | none | 166 | none | ||
| 9716 | Baby girl first birthday outfit - Deep Pink One | 170 | none | 166 | none | ||
| 9717 | Baby girl first birthday outfit - Deep Pink Cupcake | 170 | none | 166 | none | ||
| 9718 | Baby girl first birthday outfit - Light Pink One | 170 | none | 166 | none | ||
| 9719 | Baby girl first birthday outfit - Light Pink Cupcake | 170 | none | 166 | none | ||
| 9720 | Baby girl first birthday outfit - Red ice cream | 170 | none | 166 | none | ||
| 10143 | 1st birthday outfit baby girl - Light Pink | 170 | none | 166 | none | ||
| 9730 | Baby girl first birthday outfit - Red Cupcake | 170 | none | 166 | none | ||
| 9741 | 1st birthday dress for baby girl - Deep Pink Crown | 170 | none | 166 | none | ||
| 10164 | First birthday outfit baby girl - Pink | 4 | none | 0 | none | ||
| 10130 | First birthday outfit for baby girls - Cake deep pink and white | 4 | none | 0 | none | ||
| 9299 | Sequin baby girl dress - Red | 4 | none | 0 | none | ||
| 9300 | Sequin baby girl dress - Pink | 4 | none | 0 | none | ||
| 9301 | Sequin baby girl dress - Green | 4 | none | 0 | none | ||
| 9303 | Toddler girl party dresses - Red | 4 | none | 0 | none | ||
| 9312 | Toddler girl party dresses - Pink | 4 | none | 0 | none | ||
| 9313 | Toddler girl party dresses - Dark Pink | 4 | none | 0 | none | ||
| 9347 | Baby girl one year old birthday outfit - Purple | 4 | none | 0 | none | ||
| 9348 | Baby girl one year old birthday outfit - Pink | 4 | none | 0 | none | ||
| 9692 | Plaid dress for baby girl - Red and black | 4 | none | 0 | none | ||
| 9736 | Second birthday dress for baby girl - Long sleeve | 4 | none | 0 | none | ||
| 10093 | Baby girl first birthday dress long sleeve - Deep pink heart | 4 | none | 0 | none | ||
| 10094 | Baby girl first birthday dress long sleeve - Deep pink one | 4 | none | 0 | none | ||
| 10106 | Baby girl first birthday dress long sleeve - Light pink cake | 4 | none | 0 | none | ||
| 10117 | 2nd birthday tutu for baby girl - Deep pink and white two | 4 | none | 0 | none | ||
| 10118 | First birthday outfit for baby girls - Light pink and white crown | 4 | none | 0 | none | ||
| 10119 | First birthday outfit for baby girls - Light pink and white one | 4 | none | 0 | none | ||
| 10120 | First birthday outfit for baby girls - Deep pink and white one | 4 | none | 0 | none | ||
| 10131 | Toddler 2nd birthday outfit girl - Pink and Black | 4 | none | 0 | none | ||
| 10132 | Toddler 2nd birthday outfit girl - Pink and White | 4 | none | 0 | none | ||
| 10133 | First birthday unicorn outfit - White and Pink | 4 | none | 0 | none | ||
| 10134 | First birthday outfit girls - Black and Pink | 4 | none | 0 | none | ||
| 10142 | 1st birthday outfit baby girl - Black and Pink | 4 | none | 0 | none | ||
| 20893 | Spread Hummus It's The Vegan Way Onesie | 4 | none | 0 | none | ||
| 20901 | Go Vegan Revolution Magenta Logo With Text Onesie | 4 | none | 0 | none | ||
| 20902 | Peace, Love, Go Vegan Onesie | 4 | none | 0 | none | ||
| 20964 | Not Your Mom, Not Your Milk Onesie | 4 | none | 0 | none | ||
| 12130 | Designer Minky Blanket - Adorable Dinos | 0 | MADE TO ORDER BLANKET | -4 | none | ||
| 18763 | Dino Rattle | 0 | SHOWER GIFT | -4 | none | ||
| 18783 | Football Rattle | 0 | SHOWER GIFT | -4 | FOOTBALL | ||
| 12208 | Designer Minky Blanket - Gamer Dad | 0 | MADE TO ORDER BLANKET | -4 | none | ||
| 12221 | Designer Minky Blanket - Hockey Keep Your Stick on the Ice Blue/Green | 0 | MADE TO ORDER BLANKET | -4 | none | ||
| 18727 | Tiger Rattle | 0 | SHOWER GIFT | -4 | none | ||
| 5382 | Airbrush Born in the 80s Shirt Design | 0 | LETTERS, T-SHIRT, TEENS | -4 | none | ||
| 18795 | Elephant Baby Security Blanket | -1721669 | SHOWER GIFT | -1721673 | none | ||
| 20889 | Not Your Mom, Not Your Milk Shirt (Infant) | -4663933 | VEGAN SHIRT | -4663937 | TOPS | ||
| 24661 | Baby Bow Set - Fawn | -4670739 | HEADBANDS | -4670743 | none | ||
| 12422 | Infant Thin Yellow Line US Tattered Flag Short Sleeve Baby Bodysuit - Onesie | -9327870 | SHORT-SLEEVE, SHIRTS | -9327874 | none |