scikit-learn/doc/modules
Tim Head 07cede74ca Multitarget regression meta estimator
Register OneVsRestRegressor as meta estimator

Rename to a more sensible name

Parallel predict and sparse support

Started MultiOutput documentation

Move code to new file multioutput.py

Continuing the move to new multioutput module

Added sample weight support

Better test for sample weights and actually support weights

Added a new test using weighted vs repeated samples to
test sample weight support. Uncovered that weights
were not actually passed on to underlying estimator.

Comment on multiprocess overheads

Move parallel_helper to utils.fixes

This helper works around a python2 limitation on pickling
instance methods

Example of multi-output regression with gradient boosting

Switch to uniform weighted score and updated example

The example now uses a RF with and without the MultiOutput
meta estimator

Added note for removing `score` method

Addressing comments on MultiOutputRegressor

MultiOutputregressor better test for weighted samples

Fix ups

Use explicit keyword argument for passing sample weights and
fix random_state on train-test split in the example
2016-03-10 16:06:08 -05:00
..
glm_data DOC optimized PNG images with OptiPNG 2013-09-26 17:15:24 +02:00
biclustering.rst Remove redundant words in sklearn 2016-02-23 16:54:03 +08:00
calibration.rst Improve wording for best choice of calibration method 2015-11-06 09:44:02 -05:00
classes.rst Multitarget regression meta estimator 2016-03-10 16:06:08 -05:00
clustering.rst Made seperate topic for mem consumption for large sample sizes 2016-02-24 15:53:39 +05:30
computational_performance.rst MAINT ensure that examples figures are displayed in the correct order 2014-07-14 15:47:17 +02:00
covariance.rst Remove redundant words in sklearn 2016-02-23 16:54:03 +08:00
cross_decomposition.rst MAINT ensure that examples figures are displayed in the correct order 2014-07-14 15:47:17 +02:00
cross_validation.rst Merge pull request #6426 from yenchenlin1994/remove-redundant-typo 2016-02-23 16:30:25 +01:00
decomposition.rst Updated examples and tests that use scipy's lena 2016-02-11 09:13:40 +01:00
density.rst MAINT ensure that examples figures are displayed in the correct order 2014-07-14 15:47:17 +02:00
dp-derivation.rst Correct expectation notation in DP-GMM doc 2015-09-07 11:34:05 +09:00
ensemble.rst Remove redundant words in sklearn 2016-02-23 16:54:03 +08:00
feature_extraction.rst Updated examples and tests that use scipy's lena 2016-02-11 09:13:40 +01:00
feature_selection.rst DOC: Add a short explanation of F-test vs MI in narrative doc 2016-01-22 00:27:16 +05:00
gaussian_process.rst Reduced size of line 167. 2015-11-13 18:14:45 +01:00
grid_search.rst DOC Modify documentation/examples for the new model_selection module 2015-10-29 16:49:23 +01:00
isotonic.rst fixed target link to isotonic regression example 2015-12-28 13:09:58 -05:00
kernel_approximation.rst DOC adding backlinks to docstrings 2015-06-03 00:24:04 -04:00
kernel_ridge.rst Kernelized ridge regression -> Kernel ridge regression 2015-01-21 11:50:54 +09:00
label_propagation.rst Fix misuse of it's 2016-02-26 10:16:28 +08:00
lda_qda.rst MAINT Deprecate LDA/QDA in favor of expanded names 2015-09-11 15:32:11 +02:00
learning_curve.rst DOC Modify documentation/examples for the new model_selection module 2015-10-29 16:49:23 +01:00
linear_model.rst Huber regressor 2016-02-25 16:31:08 -05:00
manifold.rst FEAT Barnes-Hut t-SNE 2015-09-11 13:19:15 -04:00
metrics.rst Added laplacian kernel 2015-10-14 13:56:57 -04:00
mixture.rst Rename example to plot_gmm_covariances.py 2015-11-02 19:24:51 +01:00
model_evaluation.rst Fixed typo in one word. 2016-02-10 13:19:36 -05:00
model_persistence.rst MAINT deprecate 1d input arrays for all estimators 2015-09-09 15:49:58 +02:00
multiclass.rst Multitarget regression meta estimator 2016-03-10 16:06:08 -05:00
naive_bayes.rst Fixed typo in the final ".. note::" of naive_bayes.rst 2015-10-06 08:24:15 +02:00
neighbors.rst Merge pull request #6068 from nelson-liu/rework_nearest_centroid_classification 2015-12-20 15:29:45 +01:00
neural_networks_supervised.rst Fix MLP batch_size test warning for default value 2016-03-07 17:29:56 -06:00
neural_networks_unsupervised.rst DOC - neural network module only links to unsupervised, not supervised docs 2015-11-03 07:21:36 -06:00
outlier_detection.rst doc: add link to user guide in isolation forest docstring 2016-03-04 21:28:16 -08:00
pipeline.rst Remove redundant words in sklearn 2016-02-23 16:54:03 +08:00
preprocessing.rst DOC: Correct confusing docs of n_values in OneHotEncoder 2015-11-02 15:19:33 -05:00
preprocessing_targets.rst DOC restructure data transformation user guide 2014-09-11 16:54:03 +10:00
random_projection.rst MAINT ensure that examples figures are displayed in the correct order 2014-07-14 15:47:17 +02:00
scaling_strategies.rst added LatentDA to the Incremental learning page 2016-02-03 20:12:43 -05:00
sgd.rst DOC: very minor typo 2016-02-15 23:14:45 -05:00
svm.rst Merge pull request #6426 from yenchenlin1994/remove-redundant-typo 2016-02-23 16:30:25 +01:00
tree.rst Merge pull request #5646 from mscherer/fix_doc 2015-10-31 11:35:02 +01:00
unsupervised_reduction.rst COSMIT spelling 2015-01-15 15:09:35 -05:00