9b7176dd9d
[DOC] Fix broken links
2016-03-23 12:45:34 -07:00
36ec92ae37
Fixed typo in one word.
2016-02-10 13:19:36 -05:00
04ca448a4c
Typo.
2015-11-10 22:11:26 +09:00
f67e911124
DOC Modify documentation/examples for the new model_selection module
2015-10-29 16:49:23 +01:00
2f099334f9
MAINT deprecate 1d input arrays for all estimators
...
Passing 1D arrays to check_array, without setting `ensure_2d` to false now
raises a deprecation warning before reshaping it. This will later throw an
error.
All Scaler classes also throw warnings when 1D arrays are passed.
All unit tests/doctests are modified to ensure that no 1D arrays are passed,
except in explicit 1D array tests where the warnings have been silenced.
Additional tests are also included which check for different 1D array cases.
2D array tests with one samples and one features are also added and where
they failed, `check_array` call has been modified to give a more useful error
message
2015-09-09 15:49:58 +02:00
b802ca2f1b
ENH: add Cohen's kappa score to metrics
2015-07-30 17:27:48 +02:00
3a82309d98
extend R^2 description
2015-07-12 01:25:52 +02:00
59aeb5407b
Fix typo in model evaluation documentation
...
added a missing parenthesis
2015-06-11 20:04:05 +02:00
019fc9b8e7
ENH labels parameter in P/R/F may extend or reduce label set
2015-06-09 01:02:57 +10:00
0650d5502e
DOC adding backlinks to docstrings
2015-06-03 00:24:04 -04:00
1b1e10c325
ENH multioutput regression metrics
2015-05-08 12:41:07 -04:00
c5358caab2
ENH add ranking_loss multilabel ranking metric
2015-04-24 10:23:43 +02:00
011ad8d8a4
ENH add a prior strategy for the dummy estimator
2015-04-14 09:44:52 +02:00
a13a5859e8
DOC remove sphinx warnings when generating the doc
...
and fixes a few other doc problems while I was at it.
The main take-home message is to remember that you need a backslash when
your parameter type description exceeds one line.
2015-03-18 15:49:30 +01:00
9bc4de8dae
some fixes for sphinx and in examples
2015-03-02 12:50:53 -05:00
dbc5d707c6
Change loss names for LinearSVC and LinearSVR()
...
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
f81a88c674
fix rst table layout
2015-01-25 19:42:39 -08:00
c970fb51e7
COSMIT spelling
2015-01-15 15:09:35 -05:00
6e0b3820c2
TYPO in model evaluation docs
2015-01-15 12:11:58 -05:00
8b4ddc0a86
Another doc typo fix
2014-12-27 00:37:23 -05:00
081a554698
FIX P/R/F metrics and scorers are now for binary problems only by default
...
Scorers for different average parameters have been added.
2014-12-09 13:56:51 +11:00
b351548c16
DOC more explicit title
2014-11-27 12:42:48 +01:00
ee8500f3cf
DOC clarify how ties are broken for coverage_error
2014-11-27 12:42:48 +01:00
9311f12092
DOC improve documentation of coverage
2014-11-27 12:42:47 +01:00
81ac899714
ENH add coverage multilabel ranking metric
2014-11-27 12:42:47 +01:00
167e96ed5c
MAINT remove multi-output support from meadian absolute error
...
At the moment, it's not clear what should be done. So it's left for latter.
2014-11-20 16:10:33 +01:00
0ce8886a64
DPC FIX latex error in multiclass hinge loss
2014-11-19 13:44:11 -05:00
6efa1cdde0
DOC FIX: typo and minor update
2014-11-14 16:14:43 -05:00
8eee4bc7e1
Implements Multiclass Hinge loss
2014-11-03 15:18:47 +01:00
ea1548ad48
Add quantile strategy to DummyRegressor. Fixes #3421 .
2014-10-16 09:49:09 +02:00
0298d9d0f1
Merge branch 'master' into median_absolute_error
...
Conflicts:
doc/modules/model_evaluation.rst
2014-10-12 15:10:24 +02:00
c9e711b700
FIX: Small typo
2014-10-12 14:41:15 +02:00
afc372aaae
DOC: Added doc in model_evaluation.rst
2014-10-10 21:11:23 +02:00
577651753e
ENH: Added median_absolute_error to metrics
2014-10-10 20:25:22 +02:00
da749625dc
DOC reduce table width through less-qualified function names
2014-10-05 23:48:02 +11:00
2071518f70
DOC on negation of loss functions used as scoring parameters
...
+ copy editing to model evaluation narrative documentation
2014-10-05 23:38:56 +11:00
f38c1ca3e7
Merge branch 'pr/3395'
2014-08-12 20:41:13 +02:00
e65d907efa
DOC A less-nested coverage of model evaluation
2014-08-04 13:21:39 +10:00
3edfa3cf17
Max iter param in Liblinear is now softcoded
2014-08-01 12:15:57 +02:00
a15434c27a
DOC label indicators are clearer as ints than floats
2014-07-30 22:13:42 +10:00
c19177196b
DOC improve documentatino thanks to @vene and remove mention of relevant labels
2014-07-17 17:15:08 +02:00
bb93ede201
DOC remove confusing mention to mean average precision
2014-07-17 11:25:21 +02:00
32c2692058
Typo
2014-07-17 11:21:28 +02:00
c3542bade9
DOC friendlier narrative documentation
2014-07-17 11:14:54 +02:00
9d8d7748bc
DOC FIX error + wording
2014-07-17 11:09:46 +02:00
35c90186ce
DOC write narrative doc for label ranking average precision
2014-07-17 11:09:46 +02:00
5b247f90e4
move around examples for better structure.
2014-07-17 09:35:30 +02:00
4e438a9aac
[DOC] minor fixes
2014-07-16 10:27:31 +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
...
Fixes #3337 . Also other minor fixes while I was at it.
2014-07-06 14:18:33 +02:00
Rémy Léone