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Sklearn_check_estimator

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Sep 25th, 2016
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  1. (sklearn-est-env) % py.test -v --tb=no validate_estimators.py
  2. ==================================================================== test session starts =====================================================================
  3. platform linux -- Python 3.5.2, pytest-2.9.2, py-1.4.31, pluggy-0.3.1 -- /home/rth/.miniconda/envs/sklearn-est-env/bin/python
  4. cachedir: .cache
  5. rootdir: /home/rth/data-science/sklearn-gist, inifile:
  6. collected 192 items
  7.  
  8. test_estimator[ARDRegression-ARDRegression] PASSED
  9. test_estimator[AdaBoostClassifier-AdaBoostClassifier] PASSED
  10. test_estimator[AdaBoostRegressor-AdaBoostRegressor] PASSED
  11. test_estimator[AdditiveChi2Sampler-AdditiveChi2Sampler] PASSED
  12. test_estimator[AffinityPropagation-AffinityPropagation] PASSED
  13. test_estimator[AgglomerativeClustering-AgglomerativeClustering] PASSED
  14. test_estimator[BaggingClassifier-BaggingClassifier] PASSED
  15. test_estimator[BaggingRegressor-BaggingRegressor] PASSED
  16. test_estimator[BaseEnsemble-BaseEnsemble] FAILED
  17. test_estimator[BayesianGaussianMixture-BayesianGaussianMixture] PASSED
  18. test_estimator[BayesianRidge-BayesianRidge] PASSED
  19. test_estimator[BernoulliNB-BernoulliNB] PASSED
  20. test_estimator[BernoulliRBM-BernoulliRBM] PASSED
  21. test_estimator[Binarizer-Binarizer] PASSED
  22. test_estimator[Birch-Birch] PASSED
  23. test_estimator[CCA-CCA] SKIPPED
  24. test_estimator[CalibratedClassifierCV-CalibratedClassifierCV] PASSED
  25. test_estimator[CheckingClassifier-CheckingClassifier] FAILED
  26. test_estimator[CountVectorizer-CountVectorizer] FAILED
  27. test_estimator[DBSCAN-DBSCAN] PASSED
  28. test_estimator[DPGMM-DPGMM] PASSED
  29. test_estimator[DecisionTreeClassifier-DecisionTreeClassifier] PASSED
  30. test_estimator[DecisionTreeRegressor-DecisionTreeRegressor] PASSED
  31. test_estimator[DictVectorizer-DictVectorizer] FAILED
  32. test_estimator[DictionaryLearning-DictionaryLearning] PASSED
  33. test_estimator[DummyClassifier-DummyClassifier] FAILED
  34. test_estimator[DummyRegressor-DummyRegressor] FAILED
  35. test_estimator[ElasticNet-ElasticNet] PASSED
  36. test_estimator[ElasticNetCV-ElasticNetCV] PASSED
  37. test_estimator[EllipticEnvelope-EllipticEnvelope] FAILED
  38. test_estimator[EmpiricalCovariance-EmpiricalCovariance] PASSED
  39. test_estimator[ExtraTreeClassifier-ExtraTreeClassifier] PASSED
  40. test_estimator[ExtraTreeRegressor-ExtraTreeRegressor] PASSED
  41. test_estimator[ExtraTreesClassifier-ExtraTreesClassifier] PASSED
  42. test_estimator[ExtraTreesRegressor-ExtraTreesRegressor] PASSED
  43. test_estimator[FactorAnalysis-FactorAnalysis] PASSED
  44. test_estimator[FastICA-FastICA] PASSED
  45. test_estimator[FeatureAgglomeration-FeatureAgglomeration] PASSED
  46. test_estimator[FeatureHasher-FeatureHasher] FAILED
  47. test_estimator[FunctionTransformer-FunctionTransformer] PASSED
  48. test_estimator[GMM-GMM] PASSED
  49. test_estimator[GaussianMixture-GaussianMixture] PASSED
  50. test_estimator[GaussianNB-GaussianNB] PASSED
  51. test_estimator[GaussianProcess-GaussianProcess] PASSED
  52. test_estimator[GaussianProcessClassifier-GaussianProcessClassifier] PASSED
  53. test_estimator[GaussianProcessRegressor-GaussianProcessRegressor] PASSED
  54. test_estimator[GaussianRandomProjection-GaussianRandomProjection] PASSED
  55. test_estimator[GaussianRandomProjectionHash-GaussianRandomProjectionHash] FAILED
  56. test_estimator[GenericUnivariateSelect-GenericUnivariateSelect] PASSED
  57. test_estimator[GradientBoostingClassifier-GradientBoostingClassifier] PASSED
  58. test_estimator[GradientBoostingRegressor-GradientBoostingRegressor] PASSED
  59. test_estimator[GraphLasso-GraphLasso] PASSED
  60. test_estimator[GraphLassoCV-GraphLassoCV] PASSED
  61. test_estimator[HashingVectorizer-HashingVectorizer] FAILED
  62. test_estimator[HuberRegressor-HuberRegressor] PASSED
  63. test_estimator[Imputer-Imputer] PASSED
  64. test_estimator[IncrementalPCA-IncrementalPCA] PASSED
  65. test_estimator[IsolationForest-IsolationForest] PASSED
  66. test_estimator[Isomap-Isomap] PASSED
  67. test_estimator[IsotonicRegression-IsotonicRegression] FAILED
  68. test_estimator[KMeans-KMeans] PASSED
  69. test_estimator[KNeighborsClassifier-KNeighborsClassifier] PASSED
  70. test_estimator[KNeighborsRegressor-KNeighborsRegressor] PASSED
  71. test_estimator[KernelCenterer-KernelCenterer] PASSED
  72. test_estimator[KernelDensity-KernelDensity] PASSED
  73. test_estimator[KernelPCA-KernelPCA] PASSED
  74. test_estimator[KernelRidge-KernelRidge] PASSED
  75. test_estimator[LDA-LinearDiscriminantAnalysis] PASSED
  76. test_estimator[LSHForest-LSHForest] PASSED
  77. test_estimator[LabelBinarizer-LabelBinarizer] FAILED
  78. test_estimator[LabelEncoder-LabelEncoder] FAILED
  79. test_estimator[LabelPropagation-LabelPropagation] PASSED
  80. test_estimator[LabelSpreading-LabelSpreading] PASSED
  81. test_estimator[Lars-Lars] PASSED
  82. test_estimator[LarsCV-LarsCV] PASSED
  83. test_estimator[Lasso-Lasso] PASSED
  84. test_estimator[LassoCV-LassoCV] PASSED
  85. test_estimator[LassoLars-LassoLars] PASSED
  86. test_estimator[LassoLarsCV-LassoLarsCV] PASSED
  87. test_estimator[LassoLarsIC-LassoLarsIC] PASSED
  88. test_estimator[LatentDirichletAllocation-LatentDirichletAllocation] PASSED
  89. test_estimator[LedoitWolf-LedoitWolf] PASSED
  90. test_estimator[LinearDiscriminantAnalysis-LinearDiscriminantAnalysis] PASSED
  91. test_estimator[LinearRegression-LinearRegression] PASSED
  92. test_estimator[LinearSVC-LinearSVC] PASSED
  93. test_estimator[LinearSVR-LinearSVR] PASSED
  94. test_estimator[LocallyLinearEmbedding-LocallyLinearEmbedding] PASSED
  95. test_estimator[LogOddsEstimator-LogOddsEstimator] FAILED
  96. test_estimator[LogisticRegression-LogisticRegression] PASSED
  97. test_estimator[LogisticRegressionCV-LogisticRegressionCV] PASSED
  98. test_estimator[MDS-MDS] PASSED
  99. test_estimator[MLPClassifier-MLPClassifier] PASSED
  100. test_estimator[MLPRegressor-MLPRegressor] PASSED
  101. test_estimator[MaxAbsScaler-MaxAbsScaler] PASSED
  102. test_estimator[MeanEstimator-MeanEstimator] FAILED
  103. test_estimator[MeanShift-MeanShift] PASSED
  104. test_estimator[MinCovDet-MinCovDet] PASSED
  105. test_estimator[MinMaxScaler-MinMaxScaler] PASSED
  106. test_estimator[MiniBatchDictionaryLearning-MiniBatchDictionaryLearning] PASSED
  107. test_estimator[MiniBatchKMeans-MiniBatchKMeans] PASSED
  108. test_estimator[MiniBatchSparsePCA-MiniBatchSparsePCA] PASSED
  109. test_estimator[MultiLabelBinarizer-MultiLabelBinarizer] FAILED
  110. test_estimator[MultiOutputClassifier-MultiOutputClassifier] FAILED
  111. test_estimator[MultiOutputEstimator-MultiOutputEstimator] FAILED
  112. test_estimator[MultiOutputRegressor-MultiOutputRegressor] FAILED
  113. test_estimator[MultiTaskElasticNet-MultiTaskElasticNet] PASSED
  114. test_estimator[MultiTaskElasticNetCV-MultiTaskElasticNetCV] PASSED
  115. test_estimator[MultiTaskLasso-MultiTaskLasso] PASSED
  116. test_estimator[MultiTaskLassoCV-MultiTaskLassoCV] PASSED
  117. test_estimator[MultinomialNB-MultinomialNB] PASSED
  118. test_estimator[NMF-NMF] PASSED
  119. test_estimator[NearestCentroid-NearestCentroid] PASSED
  120. test_estimator[NearestNeighbors-NearestNeighbors] PASSED
  121. test_estimator[Normalizer-Normalizer] PASSED
  122. test_estimator[NuSVC-NuSVC] SKIPPED
  123. test_estimator[NuSVR-NuSVR] PASSED
  124. test_estimator[Nystroem-Nystroem] PASSED
  125. test_estimator[OAS-OAS] PASSED
  126. test_estimator[OneClassSVM-OneClassSVM] PASSED
  127. test_estimator[OneHotEncoder-OneHotEncoder] FAILED
  128. test_estimator[OneVsOneClassifier-OneVsOneClassifier] FAILED
  129. test_estimator[OneVsRestClassifier-OneVsRestClassifier] FAILED
  130. test_estimator[OrthogonalMatchingPursuit-OrthogonalMatchingPursuit] PASSED
  131. test_estimator[OrthogonalMatchingPursuitCV-OrthogonalMatchingPursuitCV] PASSED
  132. test_estimator[OutputCodeClassifier-OutputCodeClassifier] FAILED
  133. test_estimator[PCA-PCA] PASSED
  134. test_estimator[PLSCanonical-PLSCanonical] SKIPPED
  135. test_estimator[PLSRegression-PLSRegression] SKIPPED
  136. test_estimator[PLSSVD-PLSSVD] PASSED
  137. test_estimator[PassiveAggressiveClassifier-PassiveAggressiveClassifier] PASSED
  138. test_estimator[PassiveAggressiveRegressor-PassiveAggressiveRegressor] PASSED
  139. test_estimator[PatchExtractor-PatchExtractor] FAILED
  140. test_estimator[Perceptron-Perceptron] PASSED
  141. test_estimator[PolynomialFeatures-PolynomialFeatures] PASSED
  142. test_estimator[PriorProbabilityEstimator-PriorProbabilityEstimator] FAILED
  143. test_estimator[ProjectedGradientNMF-ProjectedGradientNMF] PASSED
  144. test_estimator[QDA-QuadraticDiscriminantAnalysis] PASSED
  145. test_estimator[QuadraticDiscriminantAnalysis-QuadraticDiscriminantAnalysis] PASSED
  146. test_estimator[QuantileEstimator-QuantileEstimator] FAILED
  147. test_estimator[RANSACRegressor-RANSACRegressor] PASSED
  148. test_estimator[RBFSampler-RBFSampler] PASSED
  149. test_estimator[RFE-RFE] FAILED
  150. test_estimator[RFECV-RFECV] FAILED
  151. test_estimator[RadiusNeighborsClassifier-RadiusNeighborsClassifier] PASSED
  152. test_estimator[RadiusNeighborsRegressor-RadiusNeighborsRegressor] PASSED
  153. test_estimator[RandomForestClassifier-RandomForestClassifier] PASSED
  154. test_estimator[RandomForestRegressor-RandomForestRegressor] PASSED
  155. test_estimator[RandomTreesEmbedding-RandomTreesEmbedding] FAILED
  156. test_estimator[RandomizedLasso-RandomizedLasso] PASSED
  157. test_estimator[RandomizedLogisticRegression-RandomizedLogisticRegression] PASSED
  158. test_estimator[RandomizedPCA-RandomizedPCA] PASSED
  159. test_estimator[Ridge-Ridge] PASSED
  160. test_estimator[RidgeCV-RidgeCV] PASSED
  161. test_estimator[RidgeClassifier-RidgeClassifier] PASSED
  162. test_estimator[RidgeClassifierCV-RidgeClassifierCV] PASSED
  163. test_estimator[RobustScaler-RobustScaler] PASSED
  164. test_estimator[SGDClassifier-SGDClassifier] PASSED
  165. test_estimator[SGDRegressor-SGDRegressor] PASSED
  166. test_estimator[SVC-SVC] PASSED
  167. test_estimator[SVR-SVR] PASSED
  168. test_estimator[ScaledLogOddsEstimator-ScaledLogOddsEstimator] FAILED
  169. test_estimator[SelectFdr-SelectFdr] PASSED
  170. test_estimator[SelectFpr-SelectFpr] PASSED
  171. test_estimator[SelectFwe-SelectFwe] PASSED
  172. test_estimator[SelectKBest-SelectKBest] PASSED
  173. test_estimator[SelectPercentile-SelectPercentile] PASSED
  174. test_estimator[ShrunkCovariance-ShrunkCovariance] PASSED
  175. test_estimator[SkewedChi2Sampler-SkewedChi2Sampler] PASSED
  176. test_estimator[SparseCoder-SparseCoder] FAILED
  177. test_estimator[SparsePCA-SparsePCA] PASSED
  178. test_estimator[SparseRandomProjection-SparseRandomProjection] PASSED
  179. test_estimator[SpectralBiclustering-SpectralBiclustering] FAILED
  180. test_estimator[SpectralClustering-SpectralClustering] PASSED
  181. test_estimator[SpectralCoclustering-SpectralCoclustering] FAILED
  182. test_estimator[SpectralEmbedding-SpectralEmbedding] PASSED
  183. test_estimator[StandardScaler-StandardScaler] PASSED
  184. test_estimator[TSNE-TSNE] PASSED
  185. test_estimator[TfidfTransformer-TfidfTransformer] FAILED
  186. test_estimator[TfidfVectorizer-TfidfVectorizer] FAILED
  187. test_estimator[TheilSenRegressor-TheilSenRegressor] PASSED
  188. test_estimator[TruncatedSVD-TruncatedSVD] FAILED
  189. test_estimator[VBGMM-VBGMM] PASSED
  190. test_estimator[VarianceThreshold-VarianceThreshold] PASSED
  191. test_estimator[VotingClassifier-VotingClassifier] FAILED
  192. test_estimator[ZeroEstimator-ZeroEstimator] FAILED
  193. test_estimator[_BaseRidgeCV-_BaseRidgeCV] PASSED
  194. test_estimator[_BinaryGaussianProcessClassifierLaplace-_BinaryGaussianProcessClassifierLaplace] FAILED
  195. test_estimator[_ConstantPredictor-_ConstantPredictor] FAILED
  196. test_estimator[_DPGMMBase-_DPGMMBase] PASSED
  197. test_estimator[_GMMBase-_GMMBase] PASSED
  198. test_estimator[_RidgeGCV-_RidgeGCV] PASSED
  199. test_estimator[_SigmoidCalibration-_SigmoidCalibration] FAILED
  200.  
  201. ===================================================== 41 failed, 147 passed, 4 skipped in 52.34 seconds ======================================================
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