7be6c2ce0e
FIX two more docstrings. Sorry.
2012-10-16 20:05:27 +01:00
51b06b8203
FIX doctests for max_iter
2012-10-16 16:46:48 +02:00
5d6540d054
ENH: renaming iter_limit -> max_iter
2012-10-16 16:13:00 +02:00
812376955a
ENH: adding iter_limit to libsvm
...
This commit adds support for a new libsvm parameter, which permits setting a
hard limit on the while loop in the svm.cpp file, in the Solver::Solve
function. Without this functionality, it has been observed that libsvm hangs
without converging in a reasonable time -- it can take days instead of
seconds, and perhaps it is in fact an infinite loop, I don't know. This
commit allows the user to set a hard limit on the number of libsvm iterations,
and modifies the libsvm bindings to raise a new exception of SolverTimeout
when this limit is reached.
2012-10-16 16:13:00 +02:00
dc943722de
COSMIT refactor linear classifiers
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Factored out the common code to LinearSVC, LogisticRegression, Perceptron
and SGDClassifier into a LinearClassifierMixin.
2012-09-17 21:06:36 +02:00
7fb4fa359d
Fixed docstring for C param in BaseLibLinear/SVM subclasses.
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And added deprecation warning.
2012-08-22 16:05:14 -04:00
4a579f842c
BUG remove predict{_log,}_proba from SVR
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Also, swapped predict_proba and predict_log_proba docstrings on SVC classes.
2012-07-21 02:20:33 +02:00
aa33e0e378
FIX more doctests that I broke.
2012-06-22 22:07:05 +02:00
6592fdbee4
P3K: Fixing prints and dtypes
2012-05-11 11:24:27 +02:00
15455263b7
API : change back default C to 1. explicitely and epsilon 0.1
2012-05-05 21:57:04 +02:00
77954f292e
FIXed many tests
2012-05-05 21:57:04 +02:00
66d00f4748
MISC trying to remove scale_C
2012-05-05 21:57:04 +02:00
f4025567c9
Added RST comment about where to find narrative docs.
2012-04-18 19:06:05 -04:00
40745ce455
Rephrased narrative doc reference in docstring.
2012-04-18 18:10:23 -04:00
f2a7a7d123
Add pointer to kernel equations from SVC docstring.
2012-04-18 15:50:19 -04:00
f172c7ef09
MISC: verbose should be int, not bool
2012-04-12 21:05:14 -04:00
e003185fa9
ENH: add verbose option to LinearSVC
2012-04-12 16:27:02 -04:00
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
0321ded656
Stop passing keyword arguments for positional args
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The base SVM class constructors take positional arguments, but some of
their subclasses were passing some of the arguments in as keyword
arguments.
2012-03-14 23:15:54 -07:00
7cf907b889
trailing whitespace
2012-03-10 11:50:26 -08:00
1caad7d571
ENH : adding scaled_C_ attribute
2012-03-07 15:34:24 +01:00
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
88085f0408
DOC crammer_singer docstring by @ogrisel
2012-03-04 13:41:30 +01:00
1a46df134a
COSMIT typo. thanks @ogrisel.
2012-03-04 13:36:58 +01:00
06e726c542
MISC changed parameter name back but changed semantics, as @mbondel suggested.
2012-03-04 12:50:35 +01:00
139283ef62
ENH rename parameter "multi_class" of LinearSVC to "crammer_singer", add docs, add tests
2012-03-03 22:07:30 +01:00
868eac134f
Merge branch 'master' into svm_class_weights
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Conflicts:
doc/modules/svm.rst
doc/tutorial.rst
doc/whats_new.rst
sklearn/linear_model/logistic.py
sklearn/svm/base.py
sklearn/svm/classes.py
sklearn/svm/sparse/classes.py
sklearn/svm/tests/test_sparse.py
sklearn/svm/tests/test_svm.py
2012-02-15 00:12:02 +01:00
ba7f9a031d
typo
2012-02-14 15:59:44 +01:00
1be8865ca9
DOC: improved SVM docstrings
2012-02-14 10:00:07 +01:00
7441db89ce
update docstring with WARNING
2012-02-11 14:55:20 +01:00
366ceb2d84
DOC: update scale_C docstrings + add notes to svm.rst
2012-02-11 14:43:45 +01:00
d41768a95c
DOC : add warning in docstrings for scale_C gone in 0.12
2012-02-11 14:43:45 +01:00
f0dc6116ad
API: set scale_C to True by default in libsvm/liblinear models
2012-02-11 14:42:47 +01:00
c38565591c
pep8
2012-02-09 20:53:37 +01:00
16727b4105
MISC cleanup
2012-02-08 23:14:44 +01:00
0e8312312b
ENH: moved class_weight parameter in svms from fit to ``__init__``.
2012-02-07 00:24:02 +01:00
aa3a161087
COSMIT pep8
2012-02-01 22:32:17 +01:00
8e686beb9b
Don't raise warning when passing explicit scale_C=False.
2012-02-01 20:24:03 +09:00
e786ac53cc
Merge branch 'master' into svm_coef_sign
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Conflicts:
sklearn/svm/base.py
sklearn/svm/liblinear.c
sklearn/svm/sparse/base.py
2012-01-28 14:35:30 +01:00
41ba56fdb2
ENH merge sparse and dense SVMs, part 3: adapt sparse tests
2012-01-27 17:41:25 +01:00
72707abf3f
ENH merge sparse and dense SVMs, part 2
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* keep sparse.* behavior: will transform dense data into sparse data
when fitting (we might want to deprecate this along with the classes)
* document sparsity support in classes.py
2012-01-27 17:41:25 +01:00
bc6255e8e7
ENH merge sparse and dense SVMs, part 1
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* enable sparse matrix support in formerly dense versions
* remove DenseBaseLibSVM
* move sparse.libsvm to libsvm_sparse
2012-01-27 17:41:22 +01:00
77d83b61f9
Remove CoefSelectTransformerMixin and use SelectorMixin instead.
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This fixes issue #518 .
2012-01-25 18:04:27 +09:00
9b0fbab0d1
ENH merge dense/sparse LinearSVC, part 3: deprecate sparse.LinearSVC
2012-01-16 18:27:14 +01:00
3a129767b2
DOC layout of dual_coef_ in 1vs1 svm in user guide, example
2012-01-15 18:18:21 +01:00
60a5053b3c
DOC try to document layout of dual_coef_ in multiclass libsvm
2012-01-13 23:02:26 +01:00
3e4b6df17e
DOC external references go under "references" not "see also". "See also" can only handle internal references
2012-01-08 21:50:49 +01:00
35c1222ebf
DOCs workaround for docutils bug (column alignment problem)
2012-01-08 21:20:24 +01:00
6e250d3f1c
DOC cosmetics in SVM docstring
2012-01-08 14:55:59 +01:00
436fcbe08c
document the fact that coef_ is readonly for LogisticRegression and LinearSVC
2012-01-07 18:13:43 +01:00
Andreas Mueller