sklearn.covariance.EllipticEnvelope
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from sklearn.covariane import EllipticENvelope
MCD Algorithm:https://wis.kuleuven.be/stat/robust/papers/2010/wire-mcd.pdf
An object for detecting outliers in a Gaussian distributed dataset.
the key to the question is the algorithm for the minimum covariance determinant estimator(MCD).
Outlier detection from covariance estimation may break or not perform well in high-dimensional settings. In particular, one will always take care to work with n_samples > n_features ** 2.
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