841fb88727
ENH prettier output from NMF example
...
Better stopword and noise filtering, increased n_samples to 2000
since the recent optimizations to tf-idf and NMF allow this.
Also some micro-optimizations to NMF itself.
2013-09-01 19:04:56 +02:00
3d772e9034
Add pairwise_distances_argmin.
2013-08-30 22:31:09 +09:00
70695caf78
Use pairwise_distances_argmin_min in examples.
2013-08-30 22:21:55 +09:00
dedc822edf
ENH export randomized_svd publicly
...
... and don't use an import from utils in an example script!
2013-08-30 10:17:40 +02:00
41b3ddd2d6
ENH speed up NMF (about 30% off topic extraction runtime)
2013-08-30 03:19:28 +02:00
2eddb1a29f
BUG fix whitespace in error messages
...
Partial fix for #2380 .
Signed-off-by: Lars Buitinck <L.J.Buitinck@uva.nl>
2013-08-26 17:02:52 +02:00
f066c52e8a
Updated whats_new and fixed a typo in plot_precision_recall.py
2013-08-21 11:03:00 +02:00
d8112989a4
Added link to precision_score
2013-08-21 11:02:35 +02:00
8b2d9ebf42
Added links to cross_val_score, auc_score, and recall_score
2013-08-21 11:02:35 +02:00
56f0b86d9f
Added random_state argument to svm.SVC
2013-08-21 11:02:35 +02:00
4168576fee
Further expansion of the precision_recall curve explanation, spelling corrections, and general cleanup.
2013-08-21 11:02:35 +02:00
bf946fd475
Removed random_seed argument to svm.SVC
2013-08-21 11:02:35 +02:00
5e3bc74e82
Adjusted to fit 80 character columns, and corrected definition of precision
2013-08-21 11:02:35 +02:00
392866f6ea
Attempted a clearer explanation of precision-recall score
2013-08-21 11:02:35 +02:00
3af3bb27ec
Clarified a few wordy sentences
2013-08-21 11:02:34 +02:00
716bece132
Corrected some typos, and added more explanation for the precision recall example.
2013-08-21 11:02:34 +02:00
2ddea88bfe
Updated with more explanatory text. Also changed to use train_test_split function
2013-08-21 11:02:34 +02:00
4e8ac10c56
FIX py2.6 compat in biclustering example
2013-08-12 12:52:17 +02:00
af549f2b06
FIX + COSMIT Reuters out-of-core example
...
* download to scikit_learn_data, not pwd
* copyedited the docs
* rewrote a class as a simple function
* use glob instead of os.walk, the directory structure is flat
* trim output to fit in an 80-column terminal window
* changed some identifiers
XXX there's a bug in the minibatch splitting: I only get 973 test
samples, while a 1000 are requested:
Test set is 973 documents (125 positive)
100 train docs ( 14 positive) accuracy: 0.840 in 1.09s ( 91 docs/s)
1067 train docs ( 166 positive) accuracy: 0.918 in 2.28s ( 467 docs/s)
2027 train docs ( 310 positive) accuracy: 0.925 in 3.36s ( 603 docs/s)
...
2013-08-10 12:55:16 +02:00
c3bcbbd6bd
MISC: fix wrong timing in example
2013-08-07 22:50:25 +02:00
5cadbe68ff
DOC typos involving Nyström
2013-07-30 18:02:23 +02:00
98b95ca711
DOC fix example comments
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* @GaelVaroquaux's name was misspelled
* users won't know what a "Documentation merge" is
2013-07-30 12:41:56 +02:00
9bffc8fd81
MISC: fix plot_multilabel example
2013-07-28 18:00:36 +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
75af99e231
EXAMPLES remove non-existing example from doc, don't trigger deprecated interface in enet_path, lasso_path
2013-07-28 15:17:14 +02:00
26eb3c606f
DOC/EXAMPLES fix more documentation errors, deprecated api usages.
2013-07-28 15:01:48 +02:00
04f7d4989e
DOC copyedit example docstring
2013-07-28 14:10:30 +02:00
c7c7ade0e8
FIX don't use old API in examples
2013-07-28 12:58:59 +02:00
c16da082de
Refactor loss_func and score_func warnings in cross_validation + replacement in two examples
2013-07-28 10:45:44 +02:00
0682711af9
COSMIT: typo in examples/imputation.py
2013-07-28 09:03:56 +02:00
190449424d
DOC reference and rename cross decomposition module
2013-07-28 02:56:12 +02:00
d65de5e76c
Fix libsvm seed when predict_proba in tests and examples
2013-07-27 19:50:25 +02:00
32eb8b57f8
ENH rename eval / pseudolikelihood to score_samples
2013-07-26 23:32:23 +02:00
1d6ce2c86e
FIX small title issue
2013-07-26 16:01:32 +02:00
e25abf73fe
ENH take @glouppe comments into account
2013-07-26 16:01:32 +02:00
387951da0f
DOC credit + fix typo + wording + use mathplotlib.pyplot
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DOC fix typo
DOC wording
DOC typo and use mathplotlib.pyplot
2013-07-26 16:01:17 +02:00
def7af6944
pep8
2013-07-26 16:01:17 +02:00
f4eded634d
DOC overall improvements
...
Typo
COSMIT remove debug print
DOC better docstring
Typo
Remove aborted examples
DOC fix numpy doc rendering
DOC fix the figure grid has been transposed
DOC precise which estimators
DOC polish example
DOC wording
2013-07-26 16:01:04 +02:00
aeaffe5f0a
DOC + example with multioutput regression face completion for knn
2013-07-26 15:57:35 +02:00
b54ecb6e8c
TST small improvement of test for sample weight in svm
2013-07-26 15:06:57 +02:00
dd097e748f
DOC improve svm sample weight example
2013-07-26 15:06:57 +02:00
a6cb73612f
ENH : update example of OMP
2013-07-26 09:50:54 +02:00
95d9c638b4
FIX: imputation example
2013-07-26 00:36:18 +02:00
0442d00ee3
removed plot_ from newsgroups example file
2013-07-25 19:19:25 +02:00
bbccabcc05
Clarify and clean up example
2013-07-25 19:19:25 +02:00
af8abde721
examples use matplotlib.pyplot instead of pylab
2013-07-25 19:19:25 +02:00
f9efd1bfab
fixed some docstrings: backticks and missing parameters
2013-07-25 19:19:24 +02:00
0dadefe235
changes to newsgroups example:
...
- only print the best biclusters, ranked by ncut;
- increase example batch size
2013-07-25 19:19:24 +02:00
2fa858687f
misc. fixes
2013-07-25 19:19:24 +02:00
18934774b3
redundant phrase in docstring
2013-07-25 19:19:24 +02:00
Lars Buitinck