Tag Coefficient Debug: METAL

Fold 1 - Understanding why coefficient -86536 was selected

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Summary

Tag: METAL

Selected Coefficient: -86536

Taxonomy Path: -58.11.17

Taxonomy Name:

Products with this tag: 19

Unique residual values tried: 5

Candidate Coefficients Tried

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?
-865369.014085-58.11.17-17.11.58 (-(17*71^2 + 11*71 + 58))Yes
1207849.12676113.68.2323.68.13 (23*71^2 + 68*71 + 13)No
014.00000000 (0)No
13625016.0000001.2.2727.2.1 (27*71^2 + 2*71 + 1)Apparel & Accessories > Clothing Accessories > SunglassesNo
583618.00000014.11.11.11.14 (5041 + 11*71 + 14)Home & Garden > Kitchen & Dining > BarwareNo

Products with this Tag

These are the training products that have the "METAL" tag (processing sequence 105). 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
9190Cométe136250Apparel & Accessories > Clothing Accessories > Sunglassesnone222786CAT-EYE, CHAMPAGNE, PEONY GOLD, ROUND FACE
9188Place de la Concorde136250Apparel & Accessories > Clothing Accessories > Sunglassesnone222786DOWN TRIANGLE FACE
9168Place Blanche136250Apparel & Accessories > Clothing Accessories > Sunglassesnone222786CHAMPAGNE, DOWN TRIANGLE FACE, MEDIUM, ROUND FACE
2375Gold Leopard Figurine Metal Table Top Piece120784GOLD207320LEOPARD
4294Distressed Brushed Metal Bottle Opener w/ Leather Cord5836Home & Garden > Kitchen & Dining > Barwarenone92372none
9211Léna0ROUND86536WOMEN, CHAMPAGNE, MEDIUM, PEONY GOLD
9184Place de la Madeleine0ROUND86536CHAMPAGNE, DOWN TRIANGLE FACE, MEDIUM, PEONY GOLD
9186Auber0ROUND86536CHAMPAGNE, MEDIUM, PEONY GOLD
9187Place Coluche0ROUND86536CHAMPAGNE, MEDIUM
9210Place Dauphine0ROUND86536CHAMPAGNE, MEDIUM, PEONY GOLD
4326INAYAT-86536GOLD, SILVER0none
4051DAISY- Bronze-86536GOLD, SILVER0none
4004MORNI-86536GOLD, SILVER0none
3985CELINA-86536GOLD, SILVER0none
4062DAISY- Silver-86536GOLD, SILVER0none
4128GATSBY-86536GOLD, SILVER0none
4284HARMONY-86536GOLD, SILVER0none
4289HIGHNESS-86536GOLD, SILVER0none
4057DAISY- Gold-86536GOLD, SILVER0none