Dataset Quality Scorer
Pricing
Pay per event
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Dataset Quality Scorer
Score ML datasets for quality (completeness, consistency, duplicates, balance). Detect data drift, outliers, and recommend improvements.
Pricing
Pay per event
Score ML datasets for quality (completeness, consistency, duplicates, balance). Detect data drift, outliers, and recommend improvements.
operationEnumOptional
Action to perform
"scoreDataset": string"detectDrift": string"findOutliers": string"validateSchema": string"generateReport": stringDefault value of this property is "scoreDataset"
baselineDatasetstringOptional
URL or dataset ID to compare against for drift detection
outlierMethodEnumOptional
Method for outlier detection
"zscore": string"iqr": string"isolation_forest": stringDefault value of this property is "zscore"
outlierThresholdnumberOptional
Threshold for outlier detection (e.g., 3 for Z-score)
Default value of this property is 3
checkDuplicatesbooleanOptional
Check for duplicate rows
Default value of this property is true