| org.apache.spark.ml | 3.2 sec | 0 | | 0 | | 18 | | 18 | |
| org.apache.spark.ml.ann | 0.85 sec | 0 | | 0 | | 3 | | 3 | |
| org.apache.spark.ml.attribute | 0.11 sec | 0 | | 0 | | 18 | | 18 | |
| org.apache.spark.ml.classification | 9 min 44 sec | 0 | | 2 | | 183 | | 185 | |
| org.apache.spark.ml.clustering | 1 min 7 sec | 0 | | 0 | | 54 | | 54 | |
| org.apache.spark.ml.evaluation | 7.4 sec | 0 | | 0 | | 27 | | 27 | |
| org.apache.spark.ml.feature | 2 min 37 sec | 0 | | 0 | | 372 | | 372 | |
| org.apache.spark.ml.fpm | 7.7 sec | 0 | | 0 | | 11 | | 11 | |
| org.apache.spark.ml.linalg | 59 ms | 0 | | 0 | | 7 | -78 | 7 | -78 |
| org.apache.spark.ml.optim | 2.7 sec | 0 | | 0 | | 12 | | 12 | |
| org.apache.spark.ml.optim.aggregator | 0.25 sec | 0 | | 0 | | 26 | | 26 | |
| org.apache.spark.ml.optim.loss | 98 ms | 0 | | 0 | | 4 | | 4 | |
| org.apache.spark.ml.param | 35 ms | 0 | | 0 | | 10 | | 10 | |
| org.apache.spark.ml.param.shared | 3 ms | 0 | | 0 | | 1 | | 1 | |
| org.apache.spark.ml.python | 0.39 sec | 0 | | 0 | | 3 | | 3 | |
| org.apache.spark.ml.r | 0.22 sec | 0 | | 0 | | 1 | | 1 | |
| org.apache.spark.ml.recommendation | 2 min 1 sec | 0 | | 0 | | 36 | | 36 | |
| org.apache.spark.ml.regression | 4 min 45 sec | 0 | | 3 | | 114 | | 117 | |
| org.apache.spark.ml.source.image | 1 sec | 0 | | 0 | | 7 | | 7 | |
| org.apache.spark.ml.source.libsvm | 1.9 sec | 0 | | 0 | | 12 | | 12 | |
| org.apache.spark.ml.stat | 18 sec | 0 | | 1 | | 88 | | 89 | |
| org.apache.spark.ml.tree.impl | 16 sec | 0 | | 0 | | 28 | | 28 | |
| org.apache.spark.ml.tuning | 1 min 11 sec | 0 | | 0 | | 22 | | 22 | |
| org.apache.spark.ml.util | 2.9 sec | 0 | | 0 | | 16 | -6 | 16 | -6 |
| org.apache.spark.mllib.api.python | 9 ms | 0 | | 0 | | 5 | | 5 | |
| org.apache.spark.mllib.classification | 1 min 26 sec | 0 | | 0 | | 46 | | 46 | |
| org.apache.spark.mllib.clustering | 1 min 1 sec | 0 | | 0 | | 64 | | 64 | |
| org.apache.spark.mllib.evaluation | 1.7 sec | 0 | | 0 | | 22 | | 22 | |
| org.apache.spark.mllib.feature | 4.6 sec | 0 | | 0 | | 36 | | 36 | |
| org.apache.spark.mllib.fpm | 5.7 sec | 0 | | 0 | | 21 | | 21 | |
| org.apache.spark.mllib.linalg | 1.3 sec | 0 | | 0 | | 90 | | 90 | |
| org.apache.spark.mllib.linalg.distributed | 19 sec | 0 | | 0 | | 52 | | 52 | |
| org.apache.spark.mllib.optimization | 19 sec | 0 | | 0 | | 13 | | 13 | |
| org.apache.spark.mllib.pmml.export | 73 ms | 0 | | 0 | | 11 | | 11 | |
| org.apache.spark.mllib.random | 11 sec | 0 | | 0 | | 24 | | 24 | |
| org.apache.spark.mllib.rdd | 3.1 sec | 0 | | 0 | | 3 | | 3 | |
| org.apache.spark.mllib.recommendation | 26 sec | 0 | | 0 | | 26 | | 26 | |
| org.apache.spark.mllib.regression | 57 sec | 0 | | 0 | | 53 | | 53 | |
| org.apache.spark.mllib.stat | 8 sec | 0 | | 1 | | 34 | | 35 | |
| org.apache.spark.mllib.stat.distribution | 42 ms | 0 | | 0 | | 5 | | 5 | |
| org.apache.spark.mllib.tree | 27 sec | 0 | | 0 | | 39 | | 39 | |
| org.apache.spark.mllib.util | 11 sec | 0 | | 0 | | 25 | | 25 | |
| pyspark.ml.tests.test_algorithms | 1 min 6 sec | 0 | | 0 | | 15 | +15 | 15 | +15 |
| pyspark.ml.tests.test_base | 8.4 sec | 0 | | 0 | | 3 | +3 | 3 | +3 |
| pyspark.ml.tests.test_evaluation | 10 sec | 0 | | 0 | | 2 | +2 | 2 | +2 |
| pyspark.ml.tests.test_feature | 21 sec | 0 | | 0 | | 13 | +13 | 13 | +13 |
| pyspark.ml.tests.test_image | 9.2 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
| pyspark.ml.tests.test_linalg | 35 sec | 0 | | 0 | | 21 | +21 | 21 | +21 |
| pyspark.ml.tests.test_param | 12 sec | 0 | | 0 | | 25 | +25 | 25 | +25 |
| pyspark.ml.tests.test_persistence | 35 sec | 0 | | 0 | | 13 | +13 | 13 | +13 |
| pyspark.ml.tests.test_pipeline | 5 ms | 0 | | 0 | | 2 | +2 | 2 | +2 |
| pyspark.ml.tests.test_stat | 11 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
| pyspark.ml.tests.test_training_summary | 25 sec | 0 | | 0 | | 7 | +7 | 7 | +7 |
| pyspark.ml.tests.test_tuning | 1 min 36 sec | 0 | | 0 | | 18 | +18 | 18 | +18 |
| pyspark.ml.tests.test_wrapper | 11 sec | 0 | | 0 | | 2 | +2 | 2 | +2 |
| pyspark.mllib.tests.test_algorithms | 1 min 11 sec | 0 | | 0 | | 11 | +11 | 11 | +11 |
| pyspark.mllib.tests.test_feature | 31 sec | 0 | | 0 | | 9 | +9 | 9 | +9 |
| pyspark.mllib.tests.test_linalg | 1 min 5 sec | 0 | | 0 | | 33 | +33 | 33 | +33 |
| pyspark.mllib.tests.test_stat | 26 sec | 0 | | 0 | | 7 | +7 | 7 | +7 |
| pyspark.mllib.tests.test_streaming_algorithms | 2 min 31 sec | 0 | | 1 | +1 | 12 | +12 | 13 | +13 |
| pyspark.mllib.tests.test_util | 12 sec | 0 | | 0 | | 6 | +6 | 6 | +6 |
