8000 [WIP] Bagging ensemble meta-estimator by glouppe · Pull Request #2198 · scikit-learn/scikit-learn · GitHub
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[WIP] Bagging ensemble meta-estimator #2198

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[WIP] Bagging ensemble meta-estimator #2198

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ac173e4
First pass at a bagging meta-estimator
glouppe Jul 23, 2013
b1f51c9
Second pass at bagging meta-estimator
glouppe Jul 23, 2013
ed3b527
FIX: _set_oob_score
glouppe Jul 23, 2013
a3d2a17
Added tests for regression
glouppe Jul 23, 2013
477b5d9
Rename to Random Patches
glouppe Jul 23, 2013
c7690c6
Rename to Random Patches (2)
glouppe Jul 23, 2013
73de584
Added cosine distance metric for sparse matrices
emsrc Aug 18, 2013
1428f6d
added missing assert in unit test
emsrc Aug 18, 2013
fc91c33
Fixed doc string; compute cosine distance without copying matrix.
emsrc Aug 19, 2013
dcf827e
Merge pull request #2368 from emsrc/cosine_distance
mblondel Aug 19, 2013
9033baf
Merge pull request #2369 from larsmans/no-warnings-in-fs
ogrisel Aug 19, 2013
d52a191
First pass at a bagging meta-estimator
glouppe Jul 23, 2013
0cb29f3
Second pass at bagging meta-estimator
glouppe Jul 23, 2013
e37453c
FIX: _set_oob_score
glouppe Jul 23, 2013
89459ec
Added tests for regression
glouppe Jul 23, 2013
056999d
Rename to Random Patches
glouppe Jul 23, 2013
a656907
Rename to Random Patches (2)
glouppe Jul 23, 2013
1e28d4b
WIP: rename to BaggingClassifier/Regressor
glouppe Aug 19, 2013
090029b
Merge branch 'random-patches' of github.com:glouppe/scikit-learn into…
glouppe Aug 19, 2013
b3b8904
FIX: conflicts
glouppe Aug 19, 2013
7eb90aa
DEL: random_patches files
glouppe Aug 19, 2013
855db58
Added max_samples, max_features, bootstrap_features
glouppe Aug 20, 2013
7111752
Cosmits
glouppe Aug 20, 2013
d9b06e4
Check parameters
glouppe Aug 20, 2013
839afab
WIP: improved tests
glouppe Aug 20, 2013
f171f4e
WIP: add some more tests
glouppe Aug 20, 2013
91b56ef
WIP: test oob scores
glouppe Aug 20, 2013
e9c6716
Added docstrings
glouppe Aug 20, 2013
a1f1708
Typo
glouppe Aug 20, 2013
85ebacb
FIX: tests
glouppe Aug 20, 2013
5247696
FIX: tests (?)
glouppe Aug 20, 2013
1af446f
Typo
glouppe Aug 20, 2013
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8 changes: 6 additions & 2 deletions sklearn/ensemble/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,8 @@
from .forest import RandomTreesEmbedding
from .forest import ExtraTreesClassifier
from .forest import ExtraTreesRegressor
from .bagging import BaggingClassifier
from .bagging import BaggingRegressor
from .weight_boosting import AdaBoostClassifier
from .weight_boosting import AdaBoostRegressor
from .gradient_boosting import GradientBoostingClassifier
Expand All @@ -19,9 +21,11 @@
from . import gradient_boosting
from . import partial_dependence

__all__ = ["BaseEnsemble", "RandomForestClassifier", "RandomForestRegressor",
__all__ = ["BaseEnsemble",
"RandomForestClassifier", "RandomForestRegressor",
"RandomTreesEmbedding", "ExtraTreesClassifier",
"ExtraTreesRegressor", "GradientBoostingClassifier",
"ExtraTreesRegressor", "BaggingClassifier",
"BaggingRegressor", "GradientBoostingClassifier",
"GradientBoostingRegressor", "AdaBoostClassifier",
"AdaBoostRegressor", "forest", "gradient_boosting",
"partial_dependence", "weight_boosting"]
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