baohan
/
scikit-learn
mirror of https://github.com/scikit-learn/scikit-learn.git
0
0
Fork 0
Code Issues Packages Projects Releases Wiki Activity
10,497 Commits 31 Branches 142 Tags 892 MiB
Commit Graph

109 Commits

Author SHA1 Message Date
Lars Buitinck b77804dcb4 BUG NaN handling in SelectPercentile and SelectKBest 
Including non-regression test.
 2012-10-16 12:53:27 +02:00
Lars Buitinck 19a1a41379 ENH perform feature selection on scores, not p-values, when possible 
More stable in the case of chi2; allows for feature selectors that do not
perform significance tests.
 2012-10-04 12:13:50 +02:00
Lars Buitinck aa69c564d7 COSMIT error messages in GenericUnivariateSelect 2012-10-04 12:11:48 +02:00
Lars Buitinck 2e48248531 COSMIT + DOC univariate feature selection 
rm deprecated properties
input validation in SelectPercentile
use super()
docstring fixes
 2012-09-18 14:38:52 +02:00
Andreas Mueller 1373bcd7b7 DOC document attributes scores_ and pvalues_ in feature selection docstrings, some superficial cleanup. 2012-09-17 21:50:24 +01:00
Andreas Mueller 66c8a706d2 ENH fix percentile tiebreaking, add warning 2012-09-17 21:40:58 +01:00
Lars Buitinck b4aa0cbca1 DOC RFE docstring + link RFECV in narrative docs 2012-09-17 20:16:38 +02:00
Lars Buitinck ae24236681 BUG allow array-like y in RFE 
+ cosmit: use np.ravel to flatten np.matrix
 2012-09-17 19:37:19 +02:00
Andreas Mueller ea3f32ba7a FIX typo 2012-09-12 20:14:09 +01:00
Andreas Mueller aa204678ee MISC rfe outputs loss, not score 2012-09-12 20:11:23 +01:00
Andreas Mueller 6fff2657e8 ENH fixed bug in sparse RFECV, fixed bug in RFECV init (step was always 1), added decision_function and predict_proba to RFE and RFECV 2012-09-12 20:09:59 +01:00
Andreas Mueller 57574dc031 ENH issue 1115: grid search support for rfe via ``estimator_params`` 2012-09-12 20:09:58 +01:00
Andreas Mueller e14dd67d1b ENH address issue 1028: clone estimator in RFE 2012-09-12 20:09:58 +01:00
Lars Buitinck 5a320d703b COSMIT replace useless safe_sparse_dot in chi2 with np.dot 2012-09-08 23:08:07 +02:00
Vlad Niculae 7f76aa1def Add __all__ for half of the scikit 2012-09-04 18:00:49 +01:00
Vlad Niculae 9e7c03f71a Add or fix deprecation schedule in warnings. 2012-09-01 20:02:14 +02:00
Andreas Mueller 2ec38b31e1 ENH rudimentary testing of tranformer objects 2012-09-01 18:25:05 +02:00
Andreas Mueller eb89d5a173 FIX Worst feature in RFECV missing. closes issue #681. 2012-08-26 18:34:15 +02:00
Andreas Mueller bef749b4e8 ENH sparse matrix support for RFE and RFECV. Closes issue #1018. 2012-08-16 18:05:16 +01:00
Andreas Mueller c789e3c201 ENH simplify as @mblondel suggests 2012-08-16 17:51:02 +01:00
Andreas Mueller 52b1bef4a5 ENH Addressed @mblondel's comments. 2012-08-16 17:51:01 +01:00
Andreas Mueller 1aec782c9c COSMIT Fixed commata 2012-08-16 17:51:01 +01:00
Andreas Mueller 00aa08971d DOC Polished some docstrings 2012-08-16 17:51:00 +01:00
Andreas Mueller fc3cdc7472 TST Simplified tests, test that sparse and dense versions give the same result, always return arrays, not matrices. 2012-08-16 17:51:00 +01:00
Andreas Mueller c520275f06 ENH sparse matrix support in univariate feature selection 2012-08-16 17:50:59 +01:00
Andreas Mueller ba4f3edb97 DOC explained RFE default behavior in docstring. 2012-08-12 18:17:54 +01:00
Andreas Mueller c41b03bd35 FIX feature selection dies on non-csr sparse matrices (that are unsubscribable). Regression test should go in common testing. 2012-08-11 16:11:49 +01:00
John Benediktsson ce856db1db COSMIT: fix more typos. 2012-08-09 15:50:42 -07:00
John Benediktsson 8b294867df COSMIT: fix reference to scipy.stats.kruskal. 2012-08-09 15:49:26 -07:00
John Benediktsson a733f3b6ff COSMIT: fix typo of homoscedasticity. 2012-08-09 15:47:26 -07:00
John Benediktsson 9bf746cc50 COSMIT: doc fixes to sklearn.feature_selection.univariate_selection. 2012-08-09 15:41:05 -07:00
Mathieu Blondel 3fe58758cd Credits and license. 2012-07-24 22:31:42 +09:00
Mathieu Blondel 80745240da Test default input. 2012-07-24 22:31:29 +09:00
Lars Buitinck 4701319d9c TST: improve coverage of feature_selection.SelectorMixin 2012-07-24 12:40:54 +02:00
Andreas Mueller f71185dca9 ENH default score func for univariate feature selection: f_classif 2012-06-26 14:16:04 +02:00
Andreas Mueller 04d81608a1 ENH Add MetaEstimatorMixin, make RFE default constructible 2012-06-26 14:16:03 +02:00
Andreas Mueller 86cedafa08 ENH make all Estimators default constructible (except SparseCoder) 2012-06-26 14:16:03 +02:00
Andreas Mueller 1ebcc4a486 COSMIT pep8 2012-05-15 21:18:30 +02:00
Gael Varoquaux 065b905aed BUG: casting error with recent numpys 2012-05-12 00:02:30 +02:00
Andreas Mueller eeb6dcc4cc ENH use random states everywhere, never call np.random. 2012-05-06 18:35:14 +02:00
Andreas Mueller 3e5f2e5e08 ENH backport "assert_less" and "assert_greater", rename "assert_lower" and use it everywhere :) 2012-05-06 15:43:29 +02:00
Andreas Mueller 77954f292e FIXed many tests 2012-05-05 21:57:04 +02:00
Lars Buitinck 258f19383c BUG ensure that SelectKBest actually selects k features 
Fixes Issue #805
 2012-04-30 17:25:13 +02:00
Lars Buitinck b17a82023c ENH export f_oneway from feature_selection module 
+ import in test as a user would
 2012-04-30 17:10:55 +02:00
Lars Buitinck b22eb2ac9c BUG chi² feature selection didn't work for COO matrices 
Reported via StackOverflow, http://stackoverflow.com/q/10373317/166749
 2012-04-30 14:32:32 +02:00
Lars Buitinck 0e8e38e3b2 DOC typo 2012-04-27 14:47:40 +02:00
Alexandre Gramfort 2d5c2a7fe0 FIX : array copy for compat pb 2012-03-29 16:11:08 +02:00
Alexandre Gramfort eb9ad47594 ENH : speed up f_regression 2012-03-29 15:21:08 +02:00
Satrajit Ghosh 239039c84c tst: added test for feature selection. this test would have failed in the previous case. closes #727 2012-03-26 09:59:07 -04:00
Satrajit Ghosh efe14a7a98 fix: force copy to True in case underlying default behavior changes. 2012-03-26 09:54:25 -04:00