0563fa9a51
BUG halve the number of LinearSVCs
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np.random.randint can't handle the range [0..UINT_MAX] on platforms
with 32-bit long.
2012-10-28 21:27:14 +01:00
8b6f28061d
ENH allow more than 1000 linear SVMs with custom random seeds
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Random seed now picked in the range [0..UINT_MAX] instead of [0..1000].
Also changed the liblinear helper code to conform to C89 again, allowing
compilation with MSVC.
2012-10-27 22:55:53 +02:00
00be697425
FIX seed liblinear using srand. Fixes issue #919 .
2012-10-16 21:13:38 +01:00
4b8399b66b
ENH: hint about data normalization when SVC stops early
2012-10-16 16:13:00 +02:00
3c803daeb5
FIX: missing file hidden among the Cython output
2012-10-16 16:13:00 +02:00
5d6540d054
ENH: renaming iter_limit -> max_iter
2012-10-16 16:13:00 +02:00
812376955a
ENH: adding iter_limit to libsvm
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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
77e69edcec
COSMIT rm deprecated stuff -- lots of it
2012-09-20 21:40:33 +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
8a96ca1def
ENH no more distinction between "sparse" and "dense" LinearSVC
2012-09-16 21:17:17 +02:00
706319655a
ENH refactor liblinear prediction code and add classes_ member
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Liblinear bindings removed from LinearSVC and LogisticRegression
prediction code in favor of NumPy code.
* no more copying of X at predict time
* no more unchecked malloc at predict time
* -4000 lines of C code
* simpler handling of coef_ and intercept_
Also, support symbolic class names and classes_ on both estimators.
2012-09-13 00:16:42 +02:00
f54c0bcded
COSMIT use property.setter in sklearn.svm
2012-09-08 17:39:04 +02:00
50a2d057ab
FIX add exception, check exception, if sparse.SVC is called with kernel='precomputed'
2012-09-03 11:02:14 +02:00
31af7521d5
ENH support custom kernels on sparse matrices
2012-09-03 11:02:13 +02:00
9e7c03f71a
Add or fix deprecation schedule in warnings.
2012-09-01 20:02:14 +02:00
42e9029a1e
TST classifier behavior with only one class present
2012-08-27 13:36:43 +02:00
b797265ebf
Merge branch 'fit_pairwise'
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Conflicts:
sklearn/cluster/tests/test_spectral.py
2012-08-27 10:39:24 +02:00
ceb0d8bb0a
Added version info to deprecation warning
2012-08-22 18:01:03 -04:00
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
5c3853cceb
Merge branch 'master' into fit_pairwise
2012-08-05 14:44:05 +01:00
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
9ad5d3281d
docstring fixes
2012-07-19 14:21:49 +02:00
163d7772e2
ENH better input validation for prediction in SVC, LinearSVC.
2012-06-27 22:03:15 +02:00
310a8cebd5
MISC raise NotImplementedError instead of value error in decision_function of sparse SVM
2012-06-26 14:16:04 +02:00
26c31bf810
ENH make base classes abstract meta classes
2012-06-26 14:16:03 +02:00
537911eafb
MISC callable kernel gridsearch fix...
2012-06-22 22:25:03 +02:00
37cadf03c0
Merge branch 'master' into fit_pairwise
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Conflicts:
sklearn/svm/base.py
2012-06-22 22:20:18 +02:00
4e7d9962f6
ENH fixed doctests, addressed comments.
2012-06-15 19:31:47 +02:00
028a33e3c3
MISC A bit more cleaning up in BaseLibSVM
2012-06-07 23:35:54 +02:00
82d795fb4c
MISC reduce code duplication, fix "self.gamma" modification
2012-06-07 23:28:02 +02:00
6c21e254da
FIX Fixing rebasing problems...
2012-06-03 20:44:32 +02:00
ac1fb004e7
ENH Cleanup
2012-06-03 20:39:02 +02:00
ef82d75c5b
ENH going for a universal property ``_pairwise`` instead of many functions.
2012-06-03 20:39:02 +02:00
5072bb07e3
DOC Deprecation warning with removal version 0.13.
2012-06-03 20:35:05 +02:00
a26edc4585
COSMIT forgot one print...
2012-06-03 20:35:05 +02:00
89036689fb
COSMIT get rid of debugging output
2012-06-03 20:35:05 +02:00
37dbc5b1e6
ENH base svm has fit_pairwise and predict_pairwise.
2012-06-03 20:34:25 +02:00
ea2bacd91c
ENH import liblinear 1.91
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* Reapplied the sklearn-specific changes
* Put a slightly larger part of the upstream code in #if 0
2012-05-25 14:42:48 +02:00
c1a4b692cb
DOC fixed sentence that was missing a verb
2012-05-21 11:47:11 +02:00
5bf5266eb2
ENH: make LinearSVC copyiable
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Fixes #820
2012-05-06 19:04:19 +02:00
4fbe9c67ea
FIX : svm decision function test
2012-05-05 21:57:05 +02:00
15455263b7
API : change back default C to 1. explicitely and epsilon 0.1
2012-05-05 21:57:04 +02:00
4286188c49
MISC forgot two
2012-05-05 21:57:04 +02:00
66d00f4748
MISC trying to remove scale_C
2012-05-05 21:57:04 +02:00
89d73c7b1f
FIX : sparse SVC clone with callable kernel
2012-04-21 18:08:15 +02:00
e00044c4e8
FIX : callable kernel for prediction
2012-04-21 08:39:06 +02:00
a13138aaa6
cosmit
2012-04-21 08:34:55 +02:00
43571bc254
FIX : fix SVC pickle with callable kernel
2012-04-20 23:35:12 +02:00
4956c0004e
MISC: verbosity in SVMs
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Indicate which part of the code emmits the messages, to make it more
understandable as part of a bigger picture
2012-04-13 08:16:16 +02:00
f172c7ef09
MISC: verbose should be int, not bool
2012-04-12 21:05:14 -04:00
Lars Buitinck