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all you need to do is specify the id and target column(s). you cannot use free text columns in tabular tasks. the data format is available here: https://huggingface.co/docs/autotrain/tabular
Prerequisites
Backend
Local
Interface Used
UI
CLI Command
No response
UI Screenshots & Parameters
Column mapping expanded: { "id": "id", "features": ["amount", "description", "day", "month", "year", "account"], "label": "category" }
csv looks like this
amount,description,day,month,year,account,category,id
-95,random description ,6,4,2023,15,48,1
-160,random description ,6,4,2023,15,72,2
-4.05,random description ,6,4,2023,15,28,3
-20,random description ,5,4,2023,3,44,4
-16,random description ,5,4,2023,3,16,5
-30,random description ,5,4,2023,15,29,6
-480,random description ,5,4,2023,15,28,7
Error Logs
INFO | 2024-04-21 18:30:41 | autotrain.app:handle_form:539 - Column mapping: {'id': 'id', 'features': ['amount', 'description', 'day', 'month', 'year', 'account'], 'label': 'category'}
ERROR: Exception in ASGI application
ValueError: c not in train data
Additional Information
I haven't been able to find how to properly develop column mapping and parameters for Tabular Data Classification
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