📊Analyse de donnéesAdvancedAll AIs

Multivariate Outlier Analysis

Detecting multivariate outliers

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I am looking for multivariate outliers in a dataset of [DATASET_SIZE] observations with [DIMENSIONS] dimensions. Univariate methods are insufficient because the outliers are related to combinations of variables. Explain and implement Mahalanobis distance, multivariate Isolation Forest, and how to visualize these anomalies in high dimensions.

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Use Cases

Detecting multivariate outliers

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