Model: Northell/material-subdomain-classifier
Author: Northell
Pipeline: text-classification
Library: setfit
Tags: setfit, safetensors, bert, sentence-transformers, text-classification, generated_from_setfit_trainer, arxiv:2209.11055, model-index, region:us
Card metadata: tags: setfit, sentence-transformers, text-classification, generated_from_setfit_trainer
widget: hasCreatedDate: 2025-01-08, hasCustomerHomeCountry: United Kingdom, hasCustomerID: 14239, hasCustomerName: Asda Stores Ltd(Asda (Spearmint)), hasCutting: Cut to shape, hasElementID: 3728622, hasElementTitle: 7341_40 Showcase Plinth - Small , hasFinishedSizeHeight: 400, hasFinishedSizeWidth: 400, hasFlatSizeHeight: 936, hasFlatSizeWidth: 1258, hasFscPaperBeenSpecified: No, hasInternalID: dadf7de9-5b3b-49f0-a844-ff1c717046e4, hasMachineFinishing: Yes, hasMachineFinishingDetails: Die cut and crease, Glue/Tape as required and supply flat, hasMaterialCategory: Paper, hasMaterialDescription: E Flute, hasMaterialRecycledPercentage: 0%, hasMaterialThicknessOrWeight: 150, hasMaterialType: Paper and board, hasMaterialUnitOfMeasure: GSM, hasNumberOfVersions: 1, hasPackingRequirements: C&P Campaign, hasPrice: 338.27 GBP, hasPrintedSides: Single sided, hasProductCategory: FSDU / Pallet Wrap / QPD, hasProofType: PDF digital proof, hasQuantity: 52, hasQuantityPerVersion: As per brief, hasRecycledContentBeenOffered: N/A, hasSupplierName: Simpson Group- Asda POS Only(Simpson Group- Asda POS & CCEP Only), hasTotalColours: 4, hasUnitOfMeasure: Millimetres (mm), , hasCreatedDate: 2024-05-21, hasCustomerHomeCountry: United Kingdom, hasCustomerID: 14239, hasCustomerName: Asda Stores Ltd(Asda (Spearmint)), hasCutting: Trim to size, hasElementID: 3298451, hasElementTitle: NRC7346_40 Rotis Serve Over Vinyl, hasFinishedSizeHeight: 670, hasFinishedSizeWidth: 490, hasFscPaperBeenSpecified: No, hasInternalID: 3fcd8a8c-4be3-4c55-bda1-397abc7859d5, hasMaterialCategory: Plastic, hasMaterialDescription: 85mic White High Tack Rem Wall and Floor, hasMaterialRecycledPercentage: 0%, hasMaterialThicknessOrWeight: 82, hasMaterialType: PET, hasMaterialUnitOfMeasure: Microns, hasNumberOfVersions: 2, hasPackingRequirements: Please pack as per allocation, overs to advanced, hasPrice: 183.96 GBP, hasPrintedSides: Single sided, hasProductCategory: Wallpapers/Decals, hasProofType: PDF digital proof, hasQuantity: 37, hasQuantityPerVersion: 18 off each, hasRecycledContentBeenOffered: N/A, hasSupplierName: Imprint Creative Print Solutions Limited(Imprint Creative Print Solutions Limited), hasTotalColours: 4, hasUnitOfMeasure: Millimetres (mm), , hasArtworkDoubleSidedStatus: Double Sided Different, hasColourDetails: 4/4 process, hasCreatedDate: 2024-06-03, hasCustomerHomeCountry: United States, hasCustomerID: 31740, hasCustomerName: National Grid  (National Grid  ), hasCutting: Trim to size, hasElementID: 3324866, hasElementTitle: CM9080 Forestport Event Energy Savings Postcard, hasFinishedSizeHeight: 5, hasFinishedSizeWidth: 7, hasFlatSizeHeight: 5, hasFlatSizeWidth: 7, hasFscPaperBeenSpecified: No, hasInternalID: e5b28942-c487-468c-8c60-fea3076d1ee5, hasMaterialCategory: Paper, hasMaterialDescription: matte, hasMaterialRecycledPercentage: 0%, hasMaterialThicknessOrWeight: 100, hasMaterialType: Paper and board, hasMaterialUnitOfMeasure: Pounds (lbs), hasNumberOfVersions: 1, hasPackingRequirements: Ship to, hasPaperType: Cover, hasPrice: 102.56 USD, hasPrintedSides: Double sided, hasProductCategory: Booklets & Brochures, hasProofType: PDF digital proof, hasQuantity: 50, hasRecycledContentBeenOffered: No, hasSupplierName: Ansun - HHG Strategic Partner(Ansun  - 57666 - HHGSP - US Only), hasTotalColours: 4, hasTotalColoursFace: 4, hasUnitOfMeasure: Inches (in), , hasCreatedDate: 2024-10-15, hasCustomerHomeCountry: United States, hasCustomerID: 31735, hasCustomerName: Comcast Corporation(Comcast Corporation), hasCutting: Trim to size, hasElementID: 3568788, hasElementTitle: 2.x Install MWGs, hasFinishedSizeHeight: 101.25, hasFinishedSizeWidth: 96, hasFscPaperBeenSpecified: No, hasInternalID: 0bd0f9f3-3f06-40dc-b947-24e4e5c0c5da, hasMaterialCategory: Paper, hasMaterialDescription: New Life Magnetics .011 White Faced Magnetic Receptive, hasMaterialThicknessOrWeight: 11, hasMaterialType: Paper and board, hasMaterialUnitOfMeasure: Millimetres (mm), hasMinimumRecycledContent: 0%, hasNumberOfVersions: 1, hasPackingRequirements: packed with outer carton sticker and guides, hasPrice: 7371 USD, hasPrintedSides: Single sided, hasProductCategory: Banners (synthetic), hasProofType: PDF digital proof, hasQuantity: 45, hasRecycledContentBeenRequested: No, hasSupplierName: LPC TX VISUAL, LLC(LPC TX Visual, LLC/Lewisberg Printing  -HHGSP), hasTotalColours: 4, hasUnitOfMeasure: Inches (in), , hasCreatedDate: 2024-01-04, hasCustomerHomeCountry: United States, hasCustomerID: 14458, hasCustomerName: Lowe's Companies Inc(Lowe's FVS), hasCutting: Trim to size, hasElementID: 3044610, hasElementTitle: G284498 Commodity Moulding Profile Card 77991, hasFinishedSizeHeight: 6.875, hasFinishedSizeWidth: 3, hasFlatSizeHeight: 6.875, hasFlatSizeWidth: 3, hasFscPaperBeenSpecified: No, hasInternalID: 671d6e41-c7c2-4c42-83ff-d1c87deb890b, hasMaterialCategory: Other, hasMaterialDescription: 8PT _C1S Cover, hasMaterialType: Other, hasNumberOfVersions: 1, hasPrice: 0.01 USD, hasPrintedSides: Single sided, hasProofType: PDF digital proof, hasQuantity: 1, hasRecycledContentBeenOffered: N/A, hasSupplierName: HH IC Content Production + Development(HH IC Content Production + Development), hasTotalColours: 4, hasUnitOfMeasure: Inches (in), 
metrics: f1_micro, f1_macro, f1_weighted, precision, accuracy, recall
pipeline_tag: text-classification
library_name: setfit
inference: no
model-index: name: SetFit
results: task: type: text-classification
name: Text Classification
dataset: name: Northell/ros-classifiers-materials-flat
type: unknown
split: test
metrics: type: f1_micro
value: 0.6077289571201694
name: F1_Micro
verified: no, type: f1_macro
value: 0.07809866671963865
name: F1_Macro
verified: no, type: f1_weighted
value: 0.5583804571604718
name: F1_Weighted
verified: no, type: precision
value: 0.9587973356246948
name: Precision
verified: no, type: accuracy
value: 0.9869484305381775
name: Accuracy
verified: no, type: recall
value: 0.4448463022708893
name: Recall
verified: no
Likes: 0 | All-time downloads: 109
Created: 2025-03-13 14:14:58