Dataset Quality Scorer
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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.
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