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Definitions

Type Member of File Line
class member Estimator /python/pyspark/ml/base.py 108
class member StandardScaler /python/pyspark/mllib/feature.py 238
class member ChiSqSelector /python/pyspark/mllib/feature.py 381
class member PCA /python/pyspark/mllib/feature.py 426
class member IDF /python/pyspark/mllib/feature.py 575
class member Word2Vec /python/pyspark/mllib/feature.py 771

6 declarations in 2 files.

References:

File Line
/examples/src/main/java/org/apache/spark/examples/ml/JavaAFTSurvivalRegressionExample.java 71
/examples/src/main/java/org/apache/spark/examples/ml/JavaALSExample.java 103
/examples/src/main/java/org/apache/spark/examples/ml/JavaBisectingKMeansExample.java 52
/examples/src/main/java/org/apache/spark/examples/ml/JavaBucketedRandomProjectionLSHExample.java 84
/examples/src/main/java/org/apache/spark/examples/ml/JavaChiSqSelectorExample.java 65
/examples/src/main/java/org/apache/spark/examples/ml/JavaCountVectorizerExample.java 57
/examples/src/main/java/org/apache/spark/examples/ml/JavaDecisionTreeClassificationExample.java 51 58 81
/examples/src/main/java/org/apache/spark/examples/ml/JavaDecisionTreeRegressionExample.java 50 66
/examples/src/main/java/org/apache/spark/examples/ml/JavaEstimatorTransformerParamExample.java 72 92
/examples/src/main/java/org/apache/spark/examples/ml/JavaFMClassifierExample.java 52 57 81
/examples/src/main/java/org/apache/spark/examples/ml/JavaFMRegressorExample.java 49 66
/examples/src/main/java/org/apache/spark/examples/ml/JavaFPGrowthExample.java 62
/examples/src/main/java/org/apache/spark/examples/ml/JavaGaussianMixtureExample.java 53
/examples/src/main/java/org/apache/spark/examples/ml/JavaGeneralizedLinearRegressionExample.java 59
/examples/src/main/java/org/apache/spark/examples/ml/JavaGradientBoostedTreeClassifierExample.java 52 59 83
/examples/src/main/java/org/apache/spark/examples/ml/JavaGradientBoostedTreeRegressorExample.java 51 68
/examples/src/main/java/org/apache/spark/examples/ml/JavaImputerExample.java 65
/examples/src/main/java/org/apache/spark/examples/ml/JavaIndexToStringExample.java 64
/examples/src/main/java/org/apache/spark/examples/ml/JavaIsotonicRegressionExample.java 51
/examples/src/main/java/org/apache/spark/examples/ml/JavaKMeansExample.java 53
/examples/src/main/java/org/apache/spark/examples/ml/JavaLDAExample.java 50
/examples/src/main/java/org/apache/spark/examples/ml/JavaLinearRegressionWithElasticNetExample.java 48
/examples/src/main/java/org/apache/spark/examples/ml/JavaLinearSVCExample.java 45
/examples/src/main/java/org/apache/spark/examples/ml/JavaLogisticRegressionSummaryExample.java 47
/examples/src/main/java/org/apache/spark/examples/ml/JavaLogisticRegressionWithElasticNetExample.java 46 60
/examples/src/main/java/org/apache/spark/examples/ml/JavaMaxAbsScalerExample.java 63
/examples/src/main/java/org/apache/spark/examples/ml/JavaMinHashLSHExample.java 83
/examples/src/main/java/org/apache/spark/examples/ml/JavaMinMaxScalerExample.java 63
/examples/src/main/java/org/apache/spark/examples/ml/JavaModelSelectionViaCrossValidationExample.java 102
/examples/src/main/java/org/apache/spark/examples/ml/JavaModelSelectionViaTrainValidationSplitExample.java 77
/examples/src/main/java/org/apache/spark/examples/ml/JavaMulticlassLogisticRegressionWithElasticNetExample.java 47
/examples/src/main/java/org/apache/spark/examples/ml/JavaMultilayerPerceptronClassifierExample.java 63
/examples/src/main/java/org/apache/spark/examples/ml/JavaNaiveBayesExample.java 53
/examples/src/main/java/org/apache/spark/examples/ml/JavaOneHotEncoderExample.java 66
/examples/src/main/java/org/apache/spark/examples/ml/JavaOneVsRestExample.java 66
/examples/src/main/java/org/apache/spark/examples/ml/JavaPCAExample.java 62
/examples/src/main/java/org/apache/spark/examples/ml/JavaPipelineExample.java 68
/examples/src/main/java/org/apache/spark/examples/ml/JavaQuantileDiscretizerExample.java 68
/examples/src/main/java/org/apache/spark/examples/ml/JavaRFormulaExample.java 62
/examples/src/main/java/org/apache/spark/examples/ml/JavaRandomForestClassifierExample.java 49 56 79
/examples/src/main/java/org/apache/spark/examples/ml/JavaRandomForestRegressorExample.java 51 68
/examples/src/main/java/org/apache/spark/examples/ml/JavaRobustScalerExample.java 49
/examples/src/main/java/org/apache/spark/examples/ml/JavaStandardScalerExample.java 47
/examples/src/main/java/org/apache/spark/examples/ml/JavaStringIndexerExample.java 62
/examples/src/main/java/org/apache/spark/examples/ml/JavaTfIdfExample.java 70
/examples/src/main/java/org/apache/spark/examples/ml/JavaVectorIndexerExample.java 45
/examples/src/main/java/org/apache/spark/examples/ml/JavaWord2VecExample.java 60
/examples/src/main/java/org/apache/spark/examples/mllib/JavaChiSqSelectorExample.java 54
/examples/src/main/python/ml/aft_survival_regression.py 48
/examples/src/main/python/ml/als_example.py 50
/examples/src/main/python/ml/bisecting_k_means_example.py 43
/examples/src/main/python/ml/bucketed_random_projection_lsh_example.py 55
/examples/src/main/python/ml/chisq_selector_example.py 41
/examples/src/main/python/ml/count_vectorizer_example.py 41
/examples/src/main/python/ml/cross_validator.py 82
/examples/src/main/python/ml/decision_tree_classification_example.py 43 47 59
/examples/src/main/python/ml/decision_tree_regression_example.py 44 56
/examples/src/main/python/ml/estimator_transformer_param_example.py 49 70
/examples/src/main/python/ml/fm_classifier_example.py 43 45 57
/examples/src/main/python/ml/fm_regressor_example.py 42 54
/examples/src/main/python/ml/fpgrowth_example.py 42
/examples/src/main/python/ml/gaussian_mixture_example.py 41
/examples/src/main/python/ml/generalized_linear_regression_example.py 44
/examples/src/main/python/ml/gradient_boosted_tree_classifier_example.py 43 47 59
/examples/src/main/python/ml/gradient_boosted_tree_regressor_example.py 44 56
/examples/src/main/python/ml/imputer_example.py 44
/examples/src/main/python/ml/index_to_string_example.py 37
/examples/src/main/python/ml/isotonic_regression_example.py 43
/examples/src/main/python/ml/kmeans_example.py 46
/examples/src/main/python/ml/lda_example.py 42
/examples/src/main/python/ml/linear_regression_with_elastic_net.py 39
/examples/src/main/python/ml/linearsvc.py 38
/examples/src/main/python/ml/logistic_regression_summary_example.py 42
/examples/src/main/python/ml/logistic_regression_with_elastic_net.py 38 48
/examples/src/main/python/ml/max_abs_scaler_example.py 42
/examples/src/main/python/ml/min_hash_lsh_example.py 52
/examples/src/main/python/ml/min_max_scaler_example.py 42
/examples/src/main/python/ml/multiclass_logistic_regression_with_elastic_net.py 41
/examples/src/main/python/ml/multilayer_perceptron_classification.py 49
/examples/src/main/python/ml/naive_bayes_example.py 46
/examples/src/main/python/ml/one_vs_rest_example.py 53
/examples/src/main/python/ml/onehot_encoder_example.py 44
/examples/src/main/python/ml/pca_example.py 39
/examples/src/main/python/ml/pipeline_example.py 51
/examples/src/main/python/ml/quantile_discretizer_example.py 44
/examples/src/main/python/ml/random_forest_classifier_example.py 43 48 64
/examples/src/main/python/ml/random_forest_regressor_example.py 44 56
/examples/src/main/python/ml/rformula_example.py 43
/examples/src/main/python/ml/robust_scaler_example.py 38
/examples/src/main/python/ml/standard_scaler_example.py 37
/examples/src/main/python/ml/string_indexer_example.py 37
/examples/src/main/python/ml/tf_idf_example.py 46
/examples/src/main/python/ml/train_validation_split.py 64
/examples/src/main/python/ml/vector_indexer_example.py 35
/examples/src/main/python/ml/word2vec_example.py 41
/examples/src/main/python/mllib/standard_scaler_example.py 35 36
/examples/src/main/python/mllib/tf_idf_example.py 38 45
/examples/src/main/python/mllib/word2vec.py 45
/examples/src/main/python/mllib/word2vec_example.py 32
/mllib/src/test/java/org/apache/spark/ml/JavaPipelineSuite.java 57
/mllib/src/test/java/org/apache/spark/ml/classification/JavaDecisionTreeClassifierSuite.java 58
/mllib/src/test/java/org/apache/spark/ml/classification/JavaGBTClassifierSuite.java 62
/mllib/src/test/java/org/apache/spark/ml/classification/JavaLogisticRegressionSuite.java 54 73 100 114 143
/mllib/src/test/java/org/apache/spark/ml/classification/JavaMultilayerPerceptronClassifierSuite.java 49
/mllib/src/test/java/org/apache/spark/ml/classification/JavaNaiveBayesSuite.java 74
/mllib/src/test/java/org/apache/spark/ml/classification/JavaOneVsRestSuite.java 67
/mllib/src/test/java/org/apache/spark/ml/classification/JavaRandomForestClassifierSuite.java 84
/mllib/src/test/java/org/apache/spark/ml/clustering/JavaKMeansSuite.java 47
/mllib/src/test/java/org/apache/spark/ml/feature/JavaHashingTFSuite.java 63
/mllib/src/test/java/org/apache/spark/ml/feature/JavaPCASuite.java 91
/mllib/src/test/java/org/apache/spark/ml/feature/JavaStandardScalerSuite.java 49
/mllib/src/test/java/org/apache/spark/ml/feature/JavaStringIndexerSuite.java 50
/mllib/src/test/java/org/apache/spark/ml/feature/JavaVectorIndexerSuite.java 49
/mllib/src/test/java/org/apache/spark/ml/feature/JavaWord2VecSuite.java 51
/mllib/src/test/java/org/apache/spark/ml/regression/JavaDecisionTreeRegressorSuite.java 60
/mllib/src/test/java/org/apache/spark/ml/regression/JavaGBTRegressorSuite.java 63
/mllib/src/test/java/org/apache/spark/ml/regression/JavaLinearRegressionSuite.java 51 66 73
/mllib/src/test/java/org/apache/spark/ml/regression/JavaRandomForestRegressorSuite.java 86
/mllib/src/test/java/org/apache/spark/ml/tuning/JavaCrossValidatorSuite.java 60
/mllib/src/test/java/org/apache/spark/mllib/feature/JavaTfIdfSuite.java 44 64
/mllib/src/test/java/org/apache/spark/mllib/feature/JavaWord2VecSuite.java 46
/python/pyspark/ml/base.py 80 103 108 127 129
/python/pyspark/ml/classification.py 2502 2538
/python/pyspark/ml/pipeline.py 92 109
/python/pyspark/ml/tests/test_algorithms.py 48 61 81 104 115 125 127 141 145 156 189 226 239 262 270 288 292 305 319
/python/pyspark/ml/tests/test_feature.py 66 124 139 148 192 197 208 222 229
/python/pyspark/ml/tests/test_param.py 250
/python/pyspark/ml/tests/test_persistence.py 66 120 195 224 253 281
/python/pyspark/ml/tests/test_pipeline.py 32 53
/python/pyspark/ml/tests/test_training_summary.py 41 82 118 163 201 219 235
/python/pyspark/ml/tests/test_tuning.py 61 96 117 140 170 195 225 227 253 292 348 368 401 428 455 479 506 508 525 563 617 636 666
/python/pyspark/ml/tests/test_wrapper.py 39
/python/pyspark/ml/tuning.py 326 364 667 700
/python/pyspark/ml/wrapper.py 318 320
/python/pyspark/mllib/feature.py 238 381 426 575 771
/python/pyspark/mllib/tests/test_feature.py 37 70 81 92
/python/pyspark/testing/mlutils.py 153

251 references in 137 files.

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