780fb237d2
DOC: make LinearSVR appear in the doc reference
2014-12-15 18:12:20 +01:00
b8b68e3284
COSMIT: Make how to use partial_fit render properly
2014-12-12 13:58:52 +01:00
6dab7c5c8a
Merge pull request #3802 from MechCoder/birch
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[MRG+1] Clustering algorithm - BIRCH
2014-12-11 23:10:43 +01:00
081a554698
FIX P/R/F metrics and scorers are now for binary problems only by default
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Scorers for different average parameters have been added.
2014-12-09 13:56:51 +11:00
ce6a01d7a7
Tuple unpack farthest_dist
2014-12-08 11:49:57 +01:00
54e7f886ce
Rename global_clusters to n_clusters again
2014-12-05 14:07:17 +01:00
f12fc13ba8
Changes to narrative documentation
2014-12-05 14:07:16 +01:00
767bf266d5
API: Rename n_clusters to global_clusters
2014-12-05 14:07:16 +01:00
c5440bfd13
Made the following changes:
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1. Make clear that partial_fit(None) enables global clustering.
2. Add compute_labels argument.
2014-12-05 14:07:16 +01:00
b01e21e1b2
Made the following changes.
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1. Update doc and whatsnew.rst
2. Fix coloring
2014-12-05 14:07:16 +01:00
129f371f85
DOC: Modification to the documentation of threshold
2014-12-05 14:07:16 +01:00
abc78088b9
Made the following changes
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1. Fix condition for checking threshold.
2. Fix the global clustering by remapping the samples to the
subcluster_centers.
3. Add tests for threshold.
4. Minor doc and cosmits.
2014-12-05 14:07:16 +01:00
08d3dfef4a
STY: Cosmits in documentation
2014-12-05 14:07:16 +01:00
f4afc7ecf0
ENH: Add narrative documentation
2014-12-05 14:07:16 +01:00
7e1a0eee08
ENH LinearSVR using liblinear code
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Fixes gh-3877.
2014-12-03 20:44:04 +01:00
969e677353
DOC fix kernels documentation inconsistencies
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Fixes gh-3916, gh-2901.
2014-12-01 11:51:36 +01:00
d96f196ac9
DOC Fix broken class references
2014-11-30 18:34:59 +11:00
4ee736025f
DOC add missing load_svmlight_files to api references
2014-11-28 12:08:29 +01:00
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
84f1134b34
DOC target URLs on SGD loss / penalty figures
2014-11-27 11:29:20 +01:00
e00fd83a83
DOC narrative docs for grid search's robustness to failure
2014-11-27 10:53:29 +11:00
8621f00f6f
Merge pull request #3173 from arjoly/sparse-tree
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[MRG] Sparse input support for decision tree and forest
2014-11-21 10:10:33 +01:00
167e96ed5c
MAINT remove multi-output support from meadian absolute error
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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
f0fe4afd1e
Merge pull request #2949 from FlorianWilhelm/theilsen
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[MRG+1] TheilSen robust linear regression
2014-11-20 15:34:01 +01:00
61375792f9
Small typo.
2014-11-20 11:43:48 +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
a642428f1d
DOC link to NLTK website
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[ci skip]
2014-11-14 11:02:47 +01:00
cf96bba944
FeatureUnion example using a heterogeneous datasource.
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Uses the 20newsgroups dataset. Extracts & processes the subject-line and body
with separate pipelines and combines them with a FeatureUnion.
2014-11-09 14:08:06 +11:00
c03c01a504
ENH Bring sparse input support to tree-based methods
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Author: Arnaud Joly <arnaud.v.joly@gmail.com>
Fares Hedayati <fares.hedayati@gmail.com>
2014-11-06 13:58:28 +01:00
8eee4bc7e1
Implements Multiclass Hinge loss
2014-11-03 15:18:47 +01:00
6deaea0e20
FIX score precision in doctest
2014-11-03 12:15:56 +11:00
2f275de41d
ENH Add cross_val_predict function
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This function returns the cross-validated prediction for each element in
the input data (i.e., the prediction that is made when that object is in
the test set).
2014-11-03 11:51:10 +11:00
9c1c811a46
Merge pull request #3800 from MechCoder/unknown_transform
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Handle_unknown option to OneHotEncoder
2014-10-26 16:00:42 +01:00
afae1c7bbd
DOC add missing public function into the references
2014-10-24 14:42:09 +02:00
d71c52929a
Handle_unknown option to OneHotEncoder
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OneHotEncoder fails with a error that is not helpful if a missing
categorical feature is present during transformation.
Add handle_unknown with an "error" and an "ignore" option.
2014-10-24 13:23:53 +02:00
ea1548ad48
Add quantile strategy to DummyRegressor. Fixes #3421 .
2014-10-16 09:49:09 +02:00
6744be298a
Merge pull request #3646 from s8wu/multinomial_newtoncg
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[MRG+2] Multinomial newtoncg
2014-10-16 09:04:18 +02:00
9ebed286ea
Merge branch 'master' into theilsen
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Conflicts:
sklearn/metrics/scorer.py
2014-10-13 10:28:44 +02:00
076bad6a7c
ENH: Removed median_absolute_error due to PR #3761
2014-10-12 15:19:33 +02:00
0298d9d0f1
Merge branch 'master' into median_absolute_error
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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
a5d2fd915a
Merge branch 'master' into theilsen
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Conflicts:
doc/modules/model_evaluation.rst
2014-10-09 17:43:21 +02:00
a0f0d461bc
fixing merge conflicts
2014-10-09 16:23:45 +02:00
ef43e7d2fb
DOC: Narrative doc for median_absolute_error
2014-10-09 14:35:05 +02:00
Fabian Pedregosa