a7081d797f
[issue #5043 ] fix documentation of callable kernel
2015-08-14 15:40:03 +05:30
1274e48216
TST fix failing doctest
2015-06-08 12:58:18 +02:00
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
eedc1cddab
Use more natural class_weight="auto" heuristic
2015-06-01 12:49:53 -04:00
eff77f5437
DOC A small change to the SVM's tutorial
2015-03-13 01:29:07 +03:00
9d4e47f1bb
DOC Adds SVR description to the tutorial
2015-03-13 00:27:29 +03:00
dbe4971c14
Updates whats new and fixes the documentation
2015-03-03 03:15:51 +03:00
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
d6a12c4479
Fix a typo on svm.rst
2014-12-24 13:58:37 -02:00
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
d96f196ac9
DOC Fix broken class references
2014-11-30 18:34:59 +11:00
3edfa3cf17
Max iter param in Liblinear is now softcoded
2014-08-01 12:15:57 +02:00
2eb1e98eef
MAINT ensure that examples figures are displayed in the correct order
2014-07-14 15:47:17 +02:00
c176ced74d
DOC double backticks for fixed-width (code) font
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Fixes #3337 . Also other minor fixes while I was at it.
2014-07-06 14:18:33 +02:00
03a78d573d
fix typo (on -> one)
2014-07-02 22:18:30 +09:00
0a3a67777d
DOC SVMs take string class labels as well as integers
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http://stackoverflow.com/a/24512272/166749
2014-07-01 16:34:09 +02:00
7a5d4b4629
DOC typo in SVM narrative
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Fixes #2465 .
2013-09-21 17:41:37 +02:00
2d97949125
DOC update docstrings to reflect libsvm random_state
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
edb2ff7be3
COSMIT sphinx fixes
2013-07-23 15:02:10 +02:00
8861833ec9
DOC spellfixes
2013-06-29 16:18:23 +03:00
76bb083940
DOC Fixed documentation of kernel parameters: sigm uses gamma, but not degree. Closes #1972 .
2013-05-19 16:53:30 +02:00
a9b93a2c86
DOC: latex beautification
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use \langle and \rangle for inner product, instead of < and >
2013-05-07 08:08:36 +02:00
5eb035c7e7
DOC further comments on SVM probabilities
2013-03-30 12:13:18 +01:00
b1a97ded84
DOC describe SVM probability calibration (and advise against it)
2013-03-29 15:55:55 +01:00
7267e4e308
COSMIT rm deprecated svm.sparse module
2013-01-22 02:15:56 +01:00
ee5811b5dd
DOC: fixed latex and formatting in SVM docs
2013-01-11 21:04:37 +00:00
0dd3e13771
FIX remaining doctests
2013-01-03 13:21:51 +01:00
7613fa9c40
DOC small example / doctest for kernel approximation.
2012-10-23 15:44:40 +02:00
f711bf2c2b
TST: fix doctest
2012-10-16 23:33:09 +02:00
51b06b8203
FIX doctests for max_iter
2012-10-16 16:46:48 +02:00
40d139946d
DOC LaTeX error in SVM narrative docs
2012-10-06 12:54:12 +02:00
4e7d9962f6
ENH fixed doctests, addressed comments.
2012-06-15 19:31:47 +02:00
43667669e1
DOC user guide pdf building. Kicked out a formular that rendered neither in html nor latex. Please don't hit me.
2012-06-04 23:40:17 +02:00
7e40dc73e2
update tip on svm C param
2012-05-22 15:31:16 +02:00
06622a9566
Fixed location of ".. _svm_mathematical_formulation:" in svm.rst
2012-05-14 00:03:10 -07:00
43c39f4ea8
Added plot_rbf_parameters example to SVM doc
2012-05-13 14:19:17 -07:00
15455263b7
API : change back default C to 1. explicitely and epsilon 0.1
2012-05-05 21:57:04 +02:00
5edfa06019
DOC docs and examples have scale_C removed
2012-05-05 21:57:04 +02:00
5f6d012b39
Fix math notation for exp and tanh.
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Typically one uses \exp and \tanh, otherwise LaTeX/mathtex renders it as
if e, x, p or t, a, n, h are all separate variables being multiplied.
2012-04-18 15:41:01 -04:00
7e4ea9e4db
BUG fix LinearSVM doctest
2012-04-13 08:15:42 +02:00
c90a329080
Add verbose parameter to SVMs ( fixes #250 )
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Add a verbose parameter to SVMs to get verbose output from libsvm
printed to stdout while fitting a model.
Note that this setting takes advantage of a per-process runtime setting
in libsvm that, if enabled, may not work properly in a multithreaded
context.
2012-03-15 00:16:06 -07:00
c920fd8186
API: use C=None by default in libsvm/liblinear bindings so (C=1, scale_C=False) which is libsvm default == (C=None, scale_C=True) which is the scikit default
2012-03-07 15:34:24 +01:00
5a88e0c904
Merge pull request #673 from amueller/crammer_singer_rename
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MRG rename parameter "multi_class" of LinearSVC to "crammer_singer"
2012-03-04 05:51:35 -08:00
bd5833112c
DOC added one more sentence about crammer-singer
2012-03-04 13:29:26 +01:00
06e726c542
MISC changed parameter name back but changed semantics, as @mbondel suggested.
2012-03-04 12:50:35 +01:00
3fd35714d8
DOC minor addition to SVM kernel parameters
2012-03-03 22:39:31 +01:00
Anish Shah