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Author SHA1 Message Date
Daniel Galvez 8bc650b623 Added example demonstrating tree.apply 2015-04-02 11:13:10 +02:00
Ali Baharev b1348bbc14 Typo: PCA is not the abbreviation of Probablisitic 2015-03-30 22:17:39 +02:00
Andreas Mueller 1491843d95 DOC minor fixes in formatting, don't use deprecated n_components in Agglomerative 2015-03-25 20:20:29 -04:00
Olivier Grisel aa607793d7 Merge pull request #4409 from bryandeng/immutable_defaults 
[MRG + 1] Use immutable default arguments throughtout repo
 2015-03-20 13:19:42 +01:00
Boyuan Deng 2638fe59d5 Use immutable default arguments throughtout repo 
Replace mutable default arguments in examples

Replace mutable default arguments in sklearn/manifold/t_sne.py

Replace mutable default arguments in sklearn/metrics/pairwise.py
 2015-03-19 16:30:39 +01:00
Andreas Mueller 46060feddc Pass the appropriate include_self argument to kneighbors_graph everywhere. 2015-03-16 13:30:22 -04:00
akitty bc1463652d Fix typo 2015-03-15 01:36:29 -04:00
Gael Varoquaux 63830dc3a7 DOC: stock_market example: follow change of symbol 
Walgreen now trades under the symbol 'WBA', instead of 'WAG':
http://www.forbes.com/sites/brucejapsen/2014/12/19/iconic-Walgreeneens-shedding-wag-ticker-symbol-moving-to-nasdaq/
 2015-03-13 15:22:15 +01:00
Ben Davies 3d8114ecac use a pipeline for pre-processing feature selection, as per best practise 2015-03-05 13:54:38 +00:00
Andreas Mueller e0f5049a3d minor fixes in docs. 2015-03-03 11:07:18 -05:00
Andreas Mueller 9bc4de8dae some fixes for sphinx and in examples 2015-03-02 12:50:53 -05:00
jnothman af1906f8d3 Merge pull request #4315 from ugurcaliskan/patch-2 
Update plot_multilabel.py to use pyplot
 2015-03-02 20:58:02 +11:00
ugurcaliskan e808a3ff0d Update plot_multilabel.py 
matplotlib.pylab has been replaced with matplotlib.pyplot.
 2015-03-02 10:24:50 +01:00
Andreas Mueller 07ce147b84 Merge pull request #4092 from ogrisel/iris-rbf-params-heatmap-example 
[MRG+1] ENH better RBF parameters heat map
 2015-02-25 12:28:19 -06:00
Raghav R V 6d23a5828b EXAMPLE/FIX l2 --> squared_hinge; L1/L2 --> l1/l2 2015-02-25 15:34:56 +05:30
Raghav R V c1c8cc1e3a FIX loss, penalty --> penalty, loss 2015-02-25 15:34:56 +05:30
Jan Hendrik Metzen 9cc7018497 DOC Examples for the calibration of predicted probabilities and calibration-curves 2015-02-20 19:37:11 +01:00
Loïc Estève 7b24628421 DOC python 3 fix in plot_kmeans_silhouette_analysis.py 2015-02-18 16:24:41 +01:00
ugurcaliskan b34e924f15 Update plot_rfe_with_cross_validation.py 
minor modification. (import statement for "matplotlib.pyplot" has been moved to beginning of the file).
 2015-02-13 10:41:49 +01:00
Andreas Mueller eaf1e8c256 Explain why we multiply mean by two 2015-02-07 08:20:16 +01:00
Gael Varoquaux 95f85f287d Merge pull request #4159 from aflaxman/gp_docs 
DOC: copy-edits and active voice
 2015-01-25 18:40:00 +01:00
jnothman 45982e0e13 Merge pull request #4076 from ragv/silhouette_plot 
[MRG] Add silhouette analysis plot for KMeans
 2015-01-20 23:50:08 +11:00
Raghav R V 444bf22736 DOC ENH Simplify the example code; Add plots for n_clusters = 3 and 5 2015-01-20 06:02:25 +05:30
Jan Hendrik Metzen 34d0b8dd08 PEP8 Removing PEP8 violations in plot_kernel_ridge_regression.py 2015-01-18 11:01:43 +09:00
Jan Hendrik Metzen d24087737e MISC Using RandomState object instead of setting global seed 2015-01-18 11:01:43 +09:00
Jan Hendrik Metzen 4b8a1a782c DOC Resolved minor issues in documentation of kernel_ridge 2015-01-18 11:01:42 +09:00
Jan Hendrik Metzen 946e4909ec FIX Fixed assigning colors to methods in KRR example 2015-01-18 11:01:42 +09:00
Jan Hendrik Metzen 6c62f87f9b ENH Example comparing KRR and SVR documented and slightly modified 2015-01-18 11:01:42 +09:00
Jan Hendrik Metzen 17b5177156 ADD Example comparing kernel ridge and support vector regression 2015-01-18 11:01:42 +09:00
A. Flaxman 7070239aa5 DOC: copy-edits and active voice 2015-01-17 14:43:06 -08:00
Raghav R V ae95a0c2e9 DOC ENH Remove the vertical x = 0 line and plot avg silhouette score line 2015-01-16 23:48:20 +05:30
Raghav R V f04266a7c2 DOC ENH Fill the silhouette with the corresponding cluster color 
PEP8 Minor PEP8 Fixes too.
 2015-01-16 23:48:20 +05:30
Raghav R V b5b1c5993f DOC Add silhouette analysis plot for KMeans 2015-01-16 23:48:20 +05:30
Andreas Mueller c970fb51e7 COSMIT spelling 2015-01-15 15:09:35 -05:00
Olivier Grisel 6e0b95fd6d ENH better RBF parameters heat map 2015-01-13 20:35:07 +01:00
Andreas Mueller da8f6728af Say best_estimator_ depends on refit=True. Fixes #2976. 2015-01-09 16:04:46 -05:00
Andreas Mueller 1aa5a9fbc2 Merge pull request #3523 from cle1109/slda 
[MRG+1] LDA refactoring
 2014-12-19 13:04:16 -05:00
maheshakya 0ebfff2b5c ENH Changed description of hyper-parameters example. 2014-12-18 19:50:02 +01:00
Olivier Grisel a8fc5228c1 ENH more LSH scalability example and doc improvements 2014-12-18 19:47:04 +01:00
maheshakya c4de952275 ENH Modified hyperparameters example to calculate stadard deviations of accuracies. 2014-12-18 19:47:04 +01:00
maheshakya e14a317da4 ENH Added error bars to scalability example plots. 2014-12-18 19:47:03 +01:00
maheshakya 53e04ed9cb FIX Fixed benchmark. 
ENH Added error bars to scalability example plots.
 2014-12-18 19:47:03 +01:00
Olivier Grisel bd0c8d357b ENH improve LSHF scalability example 2014-12-18 19:47:03 +01:00
maheshakya 6cb40afb85 Modified plots in hyper-parameters and scalability plots. 2014-12-18 19:45:07 +01:00
maheshakya f246fb6eb3 Added scalability plots into documentation. 2014-12-18 19:45:07 +01:00
maheshakya b018524136 Created benchmark for approximate nearest neighbors. 2014-12-18 19:45:07 +01:00
maheshakya 89b5cae207 FIX Fixed accuracy error in scalability example. 2014-12-18 19:45:07 +01:00
maheshakya f3f9b9ba3c Example splitted into hyperparameters and scalability. 2014-12-18 19:45:07 +01:00
maheshakya 009ce303d5 Updated example to avoid redundants. 2014-12-18 19:45:07 +01:00
maheshakya c7827bcd28 FIX Updated plots in example. 2014-12-18 19:45:07 +01:00