b4db36d337a4ff83f1bcb37c5a8c615d3134d372,examples/covariance/plot_mahalanobis_distances.py,,,#,55

Before Change

    of America, 17, 684-688.


print(__doc__)

import numpy as np
import matplotlib.pyplot as plt

After Change

// boxplots. The distribution of outlier samples is more separated from the
// distribution of inlier samples for robust MCD based Mahalanobis distances.

fig, (ax1, ax2) = plt.subplots(1, 2)
plt.subplots_adjust(wspace=.6)

// Calculate cubic root of MLE Mahalanobis distances for samples
emp_mahal = emp_cov.mahalanobis(X - np.mean(X, 0)) ** (0.33)

Instances