fb123ed24b
More doc fixes. Latex builds again.
2015-11-20 16:30:45 -05:00
f2e35411fa
Added more versions of 0.17
2015-11-04 00:02:52 +01:00
fffa98ad1f
MAINT Remove deprecated stuff that will be removed in 0.18
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MAINT Remove support for gamma == 0.0
MAINT Remove support for uppercase values for loss and penalty
2015-10-20 18:24:35 +02:00
85223b9bcc
a common test to check if classifiers fail when fed regression targets
2015-10-14 14:46:13 -04:00
edf077ccd6
Merge pull request #5050 from AnishShah/issue5043
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DOC Fix documentation of callable kernel
2015-08-14 18:43:24 +02:00
a7081d797f
[issue #5043 ] fix documentation of callable kernel
2015-08-14 15:40:03 +05:30
7a3a9878f1
Fix memory access error in OneClassSVM
2015-08-06 13:11:57 -04:00
c1c45487c5
fixed newline errors in documentation for LinearSVC and LinearSVR
2015-07-19 00:07:11 -07:00
bd43b8e732
fixed newline errors in documentation for NuSVC
2015-07-19 00:07:11 -07:00
8de86edbb1
fixed newline errors in documentation for SVC
2015-07-19 00:07:11 -07:00
567a956338
Merge branch 'pr/4714' + pep8 fixes
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Conflicts:
doc/modules/model_persistence.rst
doc/modules/pipeline.rst
doc/modules/svm.rst
doc/tutorial/basic/tutorial.rst
doc/tutorial/statistical_inference/supervised_learning.rst
sklearn/svm/classes.py
2015-06-08 11:31:51 +02:00
41788c353b
Changed SVM to use gamma='auto' by default. Deprecated gamma=0.0.
2015-06-05 22:47:43 +01:00
6d4bcda876
ENH refactor OVO decision function, use it in SVC for sklearn-like decision_function shape
2015-06-05 13:14:45 -04:00
0650d5502e
DOC adding backlinks to docstrings
2015-06-03 00:24:04 -04:00
eedc1cddab
Use more natural class_weight="auto" heuristic
2015-06-01 12:49:53 -04:00
fafbddbb3e
Improve wording of SVM `crammer_singer` doc following PR feedback.
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https://github.com/scikit-learn/scikit-learn/pull/4631
2015-04-27 20:46:05 -04:00
20b188c06c
Minor docstring fixes to svm/classes.py
2015-04-24 15:38:29 -04:00
3f0fb6bbc4
DOC fix libsvm docstring consistency
2015-04-22 20:58:14 -04:00
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
354c35cd5b
FIX Make LinearSVC/LinearSVR support the deprecated l1/L1, l2/L2
2015-02-25 19:12:27 +05:30
8ef0b9a82f
fixes in GMM, TSNE, MDS, LSHForest, exclude SpectralEmbedding
2015-02-10 18:34:31 -05:00
dbc5d707c6
Change loss names for LinearSVC and LinearSVR()
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the names are now consistent across methods
In LinearSVC:
'l1' -> 'hinge'
'l2' -> 'squared_hinge'
In LinearSVR:
'l1' -> 'epsilon_insensitive'
'l2' -> 'squared_epsilon_insensitive'
2015-02-09 11:09:16 +01:00
cee22175c2
DOC typos and consistency in SVM docstrings
2015-01-28 12:27:06 +01:00
c970fb51e7
COSMIT spelling
2015-01-15 15:09:35 -05:00
14fe83c6af
Fix typo in SVM docstrings
2014-12-24 00:07:18 -05:00
73283e98d1
MAINT remove probability kwarg from SVR and NuSVR
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These don't have predict_proba, so setting it to true makes no sense.
2014-12-17 10:07:48 +01:00
7e1a0eee08
ENH LinearSVR using liblinear code
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Fixes gh-3877.
2014-12-03 20:44:04 +01:00
bb3705c4fc
DOC fix (Nu)SVR attribute shapes in docstring
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Fixes #3673 . Shapes were probably copy-pasted from (Nu)SVC.
XXX the attributes actually have strange shapes...
2014-10-12 17:24:38 +02:00
891839cd8d
DOC: Explain prediction when decision_function is zero
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LogisticRegression and liblinear's predictions differ when the
decision function is zero. Explain why and what to do in that case.
Fixes #3600 (by documenting the won't fix status).
2014-09-05 13:46:44 +02:00
a7ccbb8096
MAINT: Made the following changes
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1. Use a single loop for both ovr and multinomial conditions
2. Better warning messages for penalty and loss conditions
3. Convergence warnings print only if verbose > 0
4. Used check_X_y instead of check_X
2014-08-30 12:26:40 +02:00
959a4ac698
MAINT: Remove BaseLibLinear for LogisticRegression
2014-08-26 13:58:07 +02:00
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
3edfa3cf17
Max iter param in Liblinear is now softcoded
2014-08-01 12:15:57 +02:00
b3bdb08964
DOC fix formatting of attributes etc. in docstrings
2014-07-28 19:04:59 +10:00
86f8577826
DOC: clear up the big elastic net confusion (I hope)
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Several users have asked for LogReg w/ E-net (e.g. #3023 ). Did some
additional copyediting.
2014-04-02 18:54:24 +02:00
a8089b0194
FIX: errors in kernel parameters for OneClassSVM
2013-11-12 14:05:02 +01:00
a186bc434b
DOC fix comment on svm probability param
2013-07-29 14:02:22 +02:00
3be787e33a
Add concrete __init__ for LinearSVM
2013-07-28 18:45:40 +02:00
2d97949125
DOC update docstrings to reflect libsvm random_state
2013-07-27 19:50:25 +02:00
89a58cdcad
FIX support random state in libsvm
2013-07-27 19:50:25 +02:00
c2575435b6
DOC improve documentation of sample_weight, add to docstring.
2013-07-26 15:06:57 +02:00
5482a73b7d
DOC more explicit description of degree param on SVMs
2013-07-09 15:06:14 +02:00
8861833ec9
DOC spellfixes
2013-06-29 16:18:23 +03:00
9a8845e913
ENH Create FeatureSelectionMixin for shared [inverse_]transform code
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Also rename FeatureSelectionMixin -> SelectorMixin -> _LearntSelectorMixin
And rename sklearn.feature_selection.{selector_mixin -> from_model}
2013-05-21 13:53:12 +10:00
76bb083940
DOC Fixed documentation of kernel parameters: sigm uses gamma, but not degree. Closes #1972 .
2013-05-19 16:53:30 +02:00
67ece78da4
COSMIT various typofixes
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As suggested by codespell <https://github.com/lucasdemarchi/codespell >
Signed-off-by: Stefano Lattarini <stefano.lattarini@gmail.com>
2013-04-11 21:22:14 +02:00
7975ccbf3f
COSMIT get rid of undocumented attributes on SVMs
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sparse was superseded by _sparse; renamed impl to _impl.
2013-03-09 17:59:57 +01:00
b099d4669a
DOC add random_state parameter to docs of LogisticRegression and LinearSVC
2013-03-01 11:54:58 +01:00
6bf4c90c5d
ENH sparsify method for L1-reg linear models
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Currently implemented on LinearSVC, LR and SGD.
2013-02-23 12:11:56 +01:00
f25412fd5b
ENH nu-SVC doesn't support class_weights
2013-01-03 13:29:46 +01:00
Andreas Mueller