5db2adf93c
MAINT Removed deprecated stuff.
2015-10-21 10:24:23 +02:00
882c346abd
DOC Make cv documentation consistent across our codebase
2015-09-10 09:15:13 +05:30
62325cbb58
MAINT merge _check_cv into check_cv as indices argument is removed in 0.17
2015-06-08 16:37:03 +05:30
0650d5502e
DOC adding backlinks to docstrings
2015-06-03 00:24:04 -04:00
f369d3ab0f
Fix RFE / RFECV estimator tags
2015-05-29 11:36:38 -04:00
c165327940
Add regression test for the number of subsets of features
2015-04-20 12:58:29 -04:00
7bbf10a598
ENH optimize rfecv by eliminating the for loop
2015-04-20 12:27:31 -04:00
0f0e58d35e
Fix RFE - Add the possibility to use feature_importances rather than coef_ when existing, see #2121
2015-04-02 14:56:48 +02:00
17ee7dd79b
DOC & COSMIT deprecate estimator_params in RFE and RFE_CV in docstring
2015-03-29 12:47:53 -04:00
9f312a72b3
Correct warning messages and move warnings to fit method #4292
2015-03-10 10:47:15 -04:00
08b97b32c2
Deprecate estimator_params in RFE and RFECV #4292
2015-03-09 16:45:46 -04:00
9bc4de8dae
some fixes for sphinx and in examples
2015-03-02 12:50:53 -05:00
a413f875f1
DOC minor fixes do docstrings, don't document deprecated parameters.
2015-01-16 11:55:02 -05:00
b3fbccca38
FIX various mismatch between docstring and signature params
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DOC max_iterations -> max_iter. Make it consistent with kmeans
MAINT Replace the deprecated dx parameter with d in the docstrings
MAINT Deprecation warning for max_iterations parameter.
2015-01-16 11:54:57 -05:00
41e2c10a9e
rename decorator
2014-12-19 17:27:27 -05:00
86f4ee1fa4
don't give names to decorators
2014-12-18 17:49:46 -05:00
94f37f43fa
FIX ducktyping for meta-estimators
2014-12-18 17:48:56 -05:00
0597c23e85
TST/FIX ensure correct ducktyping for metaestimators
2014-12-18 17:48:56 -05:00
ad7e772422
Fixed a bug in RFECV when step != 1
2014-12-15 02:53:27 +03:00
5474983fd2
If step is explicitly zero or negative, raise a ValueError exception.
2014-11-27 18:23:25 +01:00
2fecf6facf
Fix RFE n_features minimum value #3812 and make it simpler.
2014-11-24 18:05:00 +01:00
60cadce9d1
Fix RFE n_features minimum value #3812
2014-11-20 19:19:40 +01:00
812242042a
FIX Verbose message in RFE to count from 1, not 0
2014-08-07 21:35:37 +10:00
b3bdb08964
DOC fix formatting of attributes etc. in docstrings
2014-07-28 19:04:59 +10:00
6e2a83b4e1
remove check_arrays stuff and old input validation
2014-07-20 13:31:45 +02:00
b12d1ac487
Remove deprecated 'score_func' and 'loss_func' parameters from sklearn.metrics.scorer.check_scoring. Amend the code in all the other places they were used.
2014-07-17 13:53:06 +01:00
9248948344
test case on rtfe grid_scores fix
2014-07-15 16:35:04 +02:00
85d39c3d0d
Quick fix on grid_scores, updating final value with len(cv)
...
self.grid_scores_ = scores / len(cv)
2014-07-15 16:35:04 +02:00
b8073a4e01
Improved documentation of the "estimator_params" argument for RFE and RFECV.
...
Changed the documentation for the "estimator_params" argument for both
RFE and RFECV to better indicate how it could be useful for doing a
grid search. Previously the documentation may have indicated that RFE
and RFECV would perform a grid search if "estimator_params" was passed
a grid of parameter values, which is not the actual behavior.
2014-05-27 10:44:58 -05:00
d818519c13
Rename _split_with_kernel to _safe_split.
...
Kernels are not always used so I find this name better.
2014-01-16 12:43:16 +09:00
aaa4f81b67
Rename '_split' to '_split_with_kernel'
2014-01-16 12:43:16 +09:00
64dbd450a4
Remove wrong variable names
2014-01-16 12:43:16 +09:00
f95219f05d
Clean up
2014-01-16 12:43:16 +09:00
526d1dd945
check_scorable returns scorer
2014-01-16 12:43:16 +09:00
37e7c0a1cf
Refactor RFE and add _check_scorable
2014-01-16 12:43:15 +09:00
d0c981fa1d
MAINT deprecate indices=False for cross validation generators
2013-09-10 10:58:24 +02:00
b0035bf9e8
Rename cv_scores(_) back to grid_scores(_) to keep the name free for a future refactoring
2013-07-28 17:10:14 +02:00
83e952dbd4
DOC fixed the optional arguments
2013-07-28 10:50:14 +02:00
45d65c1635
Fix 'scoring' docstrings
2013-07-28 10:45:44 +02:00
11dfe44b1b
Add deprecation warnings in rfe
2013-07-28 10:45:44 +02:00
9c162a86d2
ENH micro-optimize RFECV
...
Skip repeated indexing into X and y.
2013-06-30 15:50:57 +02:00
11023d1443
Fix wrong argument name in RFECV docstring
2013-06-15 13:31:04 -06:00
9a8845e913
ENH Create FeatureSelectionMixin for shared [inverse_]transform code
...
Also rename FeatureSelectionMixin -> SelectorMixin -> _LearntSelectorMixin
And rename sklearn.feature_selection.{selector_mixin -> from_model}
2013-05-21 13:53:12 +10:00
489d294a87
ENH Feature selection should use CSC matrices
2013-05-07 22:31:23 +10:00
dacfd8bd5d
DOC: Replaced all BSD style licenses with "BSD 3 clause"
...
Replaced all BSD style licenses with "BSD 3 clause"
Not checked yet!
Removed duplicate "3 clause, 3 clause"
Removed trailing period if exists
Fixed some missed licences, still about 50 to do, but those can be automated
Think I got the last of them.
Apparently me and sed have different ideas of regex.
Found a few more
2013-04-30 08:34:46 +02:00
1967a0b323
P3K use six to have a python 2 & 3 compatible code base
2013-02-09 18:08:44 +01:00
71d00d94f4
ENH use an array instead of a dict in RFECV
2012-12-24 23:44:27 +01:00
754c2d9533
COSMIT pep8
2012-12-22 16:48:17 +01:00
b4aa0cbca1
DOC RFE docstring + link RFECV in narrative docs
2012-09-17 20:16:38 +02:00
ae24236681
BUG allow array-like y in RFE
...
+ cosmit: use np.ravel to flatten np.matrix
2012-09-17 19:37:19 +02:00
Arnaud Rachez