@@ -44,11 +44,11 @@ def pointwise_global_reconstruction_error(
4444 X use input shape (samples, features). For sample reconstruction of Y using X
4545 use input shape (features, samples).
4646 train_idx : numpy.ndarray, dtype=int, default=None
47- Array of indices used for training. If ``None``, the complement of the ``test_idx``
48- is used. If ``train_size`` is also None, 2-fold split is taken.
47+ Array of indices used for training. If ``None``, the complement of the
48+ ``test_idx`` is used. If ``train_size`` is also None, 2-fold split is taken.
4949 test_idx : numpy.ndarray, dtype=int, default=None
50- Array of indices used for testing. If ``None``, the complement of the ``train_idx``
51- is used. If ``test_size`` is also ``None``, 2-fold split is taken.
50+ Array of indices used for testing. If ``None``, the complement of the
51+ ``train_idx`` is used. If ``test_size`` is also ``None``, 2-fold split is taken.
5252 scaler : object implementing fit/transform, default=``StandardFlexibleScaler``
5353 Scales X and Y before computing the reconstruction measure. The default value
5454 scales the features such that the reconstruction measure on the training set is
@@ -253,11 +253,11 @@ def global_reconstruction_distortion(
253253 For feature reconstruction of Y using X use input shape (samples, features).
254254 For sample reconstruction of Y using X use input shape (features, samples).
255255 train_idx : numpy.ndarray, dtype=int, default=None
256- Array of indices used for training. If ``None``, the complement of the ``test_idx``
257- is used. If ``train_size`` is also None, 2-fold split is taken.
256+ Array of indices used for training. If ``None``, the complement of the
257+ ``test_idx`` is used. If ``train_size`` is also None, 2-fold split is taken.
258258 test_idx : numpy.ndarray, dtype=int, default=None
259- Array of indices used for testing. If ``None``, the complement of the ``train_idx``
260- is used. If ``test_size`` is also None, 2-fold split is taken.
259+ Array of indices used for testing. If ``None``, the complement of the
260+ ``train_idx`` is used. If ``test_size`` is also None, 2-fold split is taken.
261261 scaler : object implementing fit/transform, default=``StandardFlexibleScaler``
262262 Scales X and Y before computing the reconstruction measure. The default value
263263 scales the features such that the reconstruction measure on the training set is
@@ -336,8 +336,8 @@ def pointwise_local_reconstruction_error(
336336 Array of indices used for training. If None, the complement of the ``test_idx``
337337 is used. If ``train_size`` is also ``None``, 2-fold split is taken.
338338 test_idx : numpy.ndarray, dtype=int, default=None
339- Array of indices used for testing. If ``None``, the complement of the ``train_idx``
340- is used. If ``test_size`` is also None, 2-fold split is taken.
339+ Array of indices used for testing. If ``None``, the complement of the
340+ ``train_idx`` is used. If ``test_size`` is also None, 2-fold split is taken.
341341 scaler : object implementing fit/transform, default=``StandardFlexibleScaler``
342342 Scales X and Y before computing the reconstruction measure. The default value
343343 scales the features such that the reconstruction measure on the training set is
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