e9492b7ec2
LabelBinarizer single label case now works for sparse and dense case
2016-03-21 10:43:56 +05:30
6c627633bc
Fix test_label_binarizer on Windows
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Looks like .fill is not very friendly with unicode numpy scalar
2016-02-11 13:24:16 +01:00
74475bc929
LabelEncoder now raises error for 0-D arrays
2016-01-26 01:34:26 +05:30
0485ada58b
General spelling fixes
2015-12-16 09:46:42 -08:00
1606c9074e
check_is_fitted validation for transform() and inverse_transform()
2015-11-30 01:53:38 +03:00
5db2adf93c
MAINT Removed deprecated stuff.
2015-10-21 10:24:23 +02:00
734bead8c4
MAINT Use check_is_fitted
2015-08-11 22:27:16 +05:30
9d9675345b
FIX bailout w/ValueError if multilabel-seq or other unsupported types
2015-08-11 22:27:14 +05:30
664d78eb7c
MAINT Remove support for the deprecated sequence of sequences
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MAINT Remove sequence of sequence support from datasets
MAINT Remove return_indicator param
MAINT Remove multilabel-seq test in OVR
MAINT Remove multilable-seq test in check_cv
MAINT Remove multilabel seq test in label_binarizer
TST type_of_target returns "unknown" for multilabel-sequence types
TST _check_targets should raise a ValueError
DOC show multilabel indicator as an example; remove return_indicator param
DOC use consistent lower case y for target
2015-08-11 22:26:44 +05:30
8d4c9c37a3
Don't allow negative values for inverse transform, and raise error similar to transform for new labels
2015-07-11 16:17:46 -05:00
0650d5502e
DOC adding backlinks to docstrings
2015-06-03 00:24:04 -04:00
03dbec87de
fixed reverse sorting issue in label_binarize()
2015-04-02 18:21:21 -05:00
a13a5859e8
DOC remove sphinx warnings when generating the doc
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and fixes a few other doc problems while I was at it.
The main take-home message is to remember that you need a backslash when
your parameter type description exceeds one line.
2015-03-18 15:49:30 +01:00
e0f5049a3d
minor fixes in docs.
2015-03-03 11:07:18 -05:00
feceab6f62
FIX test for consistent handling on empty input data
2015-02-26 10:45:06 +01:00
cd5166e82f
make check_array convert object to float.
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fix dtype check, add test. unfriend all multi-output estimators on facebook.
try to fix what is happening to y (by doing nothing to y)
make test work...
Make everything accept object y or say "invalid label"
fix multioutput linear models
add test for sensible error message.
2015-02-15 12:13:41 -05:00
38920a3c6d
add 'MultiLabelBinarizer' to __all__
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Prevents spurious pylint error.
2015-01-02 22:44:21 +01:00
1945aec44c
DOC: Fix LabelBinarizer docstring to rst format bug
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- Also add line to make multilabel classification example more instructive
- Use one line for 2D array so syntax highlighting is correct
2014-11-25 13:45:26 -05:00
5024503183
DOC document MultiLabelBinarizer.sparse_output param
2014-08-22 07:59:48 +10:00
e1891d801b
Merge pull request #3489 from jnothman/attributes-doc
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[MRG] DOC fix formatting of Attributes sections in documentation
2014-08-02 20:14:53 +10:00
cbcae0459c
FIX Support unseen labels LabelBinarizer and test
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This fix restores the default behavior of 0.14.1 for backward
compat.
2014-07-29 16:21:04 +02:00
b3bdb08964
DOC fix formatting of attributes etc. in docstrings
2014-07-28 19:04:59 +10:00
c484a4a844
MAINT remove deprecated code from preprocessing
2014-07-22 15:57:18 +02:00
c235c3b566
ENH add allowed_sparse named argument for @ogrisel
2014-07-20 15:31:28 +02:00
6e2a83b4e1
remove check_arrays stuff and old input validation
2014-07-20 13:31:45 +02:00
9f45e3730f
Modified sparse OvR to handle sparse target data
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Defaulted label binarizer to set sparse_output=True when training ovr
classifiers, edited Label binarizer to allow for sparse binary column output
2014-07-18 12:10:50 +02:00
b080d93b5e
ENH don't convert dataframes in grid search and cross-validation
2014-07-18 10:02:14 +02:00
7768a3059b
ENH: enable y to only implement the array interface
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For instance y could be a pandas' dataframe
2014-07-17 11:44:07 +02:00
7a70e0f8d3
FIX Forced dtype to int when densifying array in label_binarize
2014-06-25 18:04:15 -04:00
2bfca14c49
ENH sparse matrix support in label binarization
2014-06-25 16:15:19 -04:00
68b0a285b4
DOC Note shape of binary binarized output
2014-06-20 14:14:57 -04:00
0309793c97
DOC give example of binarizing binary targets
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H/T @ilam
2014-06-19 15:40:48 -07:00
d12d3132c4
Fix some fun column span alignment errors.
2014-06-07 16:48:48 +02:00
67b8601314
Minor fixes in the docs
2014-06-07 16:38:53 +02:00
c9048fbccb
FIX workaround doctest failure with old numpy
2014-06-05 13:21:54 +02:00
c013e26a61
ENH use the np.int dtype to encode integer classes
2014-06-05 12:01:04 +02:00
fc0150d08d
DOC/FIX Address @arjoly's comments
2014-06-05 11:20:36 +02:00
dcb24172c4
No set construction shorthand in Py2.6
2014-06-05 11:20:36 +02:00
5b4a3c8d41
TST Validate input MultiLabelBinarizer.inverse_transform
2014-06-05 11:20:36 +02:00
b2fe367562
DOC comment on _transform interface
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Also avoid stride trick
2014-06-05 11:20:36 +02:00
f18a07ac9a
FIX don't use dict comprehension for Py 2.6
2014-06-05 11:20:36 +02:00
255895d951
DOC remove mention of sequence of sequences in Parameters sections
2014-06-05 11:20:36 +02:00
8ce9077241
ENH do not allocate memory for temporary array of 1s
2014-06-05 11:20:36 +02:00
bbc3e7e668
COSMIT use mlb for MultiLabelBinarizer instances
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This class had been called LabelSetsBinarizer, for which lsb was appropriate
2014-06-05 11:20:36 +02:00
37730f4c46
COSMIT use MultiLabelBinarizer in LabelBinarizer during deprecation
2014-06-05 11:20:36 +02:00
742505d870
FIX remove duplicates in MultiLabelBinarizer
2014-06-05 11:20:35 +02:00
18c399e20a
MAINT deprecate sequences of sequences support
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* add warnings
* provide alternative binarizer, sklearn.preprocessing.MultiLabelBinarizer
* fix documentation
2014-06-05 11:20:35 +02:00
b97fb3c5fc
MAINT drop support for NumPy < 1.6.1
2014-03-02 20:13:57 +01:00
e4c27d5167
FIX: np.searchsorted numpy bug on unicode objects also impacts 1.6.1
2014-01-08 11:36:11 +01:00
a207c7007f
Use a RuntimeError instead of a warning to avoid raising a ValueError randomly later
2013-10-16 14:15:21 +02:00
dsquareindia