Dataset Quality Scorer
Pricing
from $0.01 / 1,000 results
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Dataset Quality Scorer
Score ML datasets for quality (completeness, consistency, duplicates, balance). Detect data drift, outliers, and recommend improvements.
Pricing
from $0.01 / 1,000 results
Score ML datasets for quality (completeness, consistency, duplicates, balance). Detect data drift, outliers, and recommend improvements.
Action to perform
Expected schema with column names and types
{ "columns": { "id": "number", "name": "string", "age": "number", "category": "string" }, "required": [ "id", "name" ]}URL or dataset ID to compare against for drift detection
Method for outlier detection
Threshold for outlier detection (e.g., 3 for Z-score)
Check if classes are balanced (for classification tasks)