BinarizerSuite | 1.2 sec | 0 | | 0 | | 13 | +7 | 13 | +7 |
BucketedRandomProjectionLSHSuite | 13 sec | 0 | | 0 | | 15 | | 15 | |
BucketizerSuite | 6.5 sec | 0 | | 0 | | 18 | | 18 | |
ChiSqSelectorSuite | 5.4 sec | 0 | | 0 | | 9 | | 9 | |
CountVectorizerSuite | 4.2 sec | 0 | | 0 | | 13 | | 13 | |
DCTSuite | 1 sec | 0 | | 0 | | 3 | | 3 | |
ElementwiseProductSuite | 2.7 sec | 0 | | 0 | | 2 | | 2 | |
FeatureHasherSuite | 3.7 sec | 0 | | 0 | | 10 | | 10 | |
HashingTFSuite | 0.94 sec | 0 | | 0 | | 6 | +2 | 6 | +2 |
IDFSuite | 2.6 sec | 0 | | 0 | | 5 | | 5 | |
ImputerSuite | 10 sec | 0 | | 0 | | 23 | +14 | 23 | +14 |
InstanceSuite | 15 ms | 0 | | 0 | | 1 | | 1 | |
InteractionSuite | 1.1 sec | 0 | | 0 | | 6 | | 6 | |
JavaBucketizerSuite | 0.5 sec | 0 | | 0 | | 2 | | 2 | |
JavaDCTSuite | 0.14 sec | 0 | | 0 | | 1 | | 1 | |
JavaHashingTFSuite | 0.23 sec | 0 | | 0 | | 1 | | 1 | |
JavaNormalizerSuite | 0.22 sec | 0 | | 0 | | 1 | | 1 | |
JavaPCASuite | 0.49 sec | 0 | | 0 | | 1 | | 1 | |
JavaPolynomialExpansionSuite | 0.13 sec | 0 | | 0 | | 1 | | 1 | |
JavaStandardScalerSuite | 0.28 sec | 0 | | 0 | | 1 | | 1 | |
JavaStopWordsRemoverSuite | 0.26 sec | 0 | | 0 | | 1 | | 1 | |
JavaStringIndexerSuite | 0.91 sec | 0 | | 0 | | 1 | | 1 | |
JavaTokenizerSuite | 0.19 sec | 0 | | 0 | | 1 | | 1 | |
JavaVectorAssemblerSuite | 0.23 sec | 0 | | 0 | | 1 | | 1 | |
JavaVectorIndexerSuite | 0.27 sec | 0 | | 0 | | 1 | | 1 | |
JavaVectorSlicerSuite | 0.14 sec | 0 | | 0 | | 1 | | 1 | |
JavaWord2VecSuite | 0.35 sec | 0 | | 0 | | 1 | | 1 | |
LabeledPointSuite | 9 ms | 0 | | 0 | | 1 | | 1 | |
MaxAbsScalerSuite | 2.9 sec | 0 | | 0 | | 3 | | 3 | |
MinHashLSHSuite | 9.5 sec | 0 | | 0 | | 14 | | 14 | |
MinMaxScalerSuite | 1.8 sec | 0 | | 0 | | 5 | | 5 | |
NGramSuite | 1.4 sec | 0 | | 0 | | 5 | | 5 | |
NormalizerSuite | 1.5 sec | 0 | | 0 | | 3 | | 3 | |
OneHotEncoderSuite | 13 sec | 0 | | 0 | | 24 | +17 | 24 | +17 |
PCASuite | 2.3 sec | 0 | | 0 | | 4 | | 4 | |
PolynomialExpansionSuite | 3.6 sec | 0 | | 0 | | 6 | | 6 | |
QuantileDiscretizerSuite | 40 sec | 0 | | 0 | | 20 | +4 | 20 | +4 |
RFormulaParserSuite | 2.2 sec | 0 | | 0 | | 15 | +5 | 15 | +5 |
RFormulaSuite | 36 sec | 0 | | 0 | | 26 | | 26 | |
RegexTokenizerSuite | 3 sec | 0 | | 0 | | 4 | | 4 | |
RobustScalerSuite | 7.3 sec | 0 | | 0 | | 8 | +8 | 8 | +8 |
SQLTransformerSuite | 1.4 sec | 0 | | 0 | | 5 | | 5 | |
StandardScalerSuite | 3.2 sec | 0 | | 0 | | 6 | | 6 | |
StopWordsRemoverSuite | 3.8 sec | 0 | | 0 | | 18 | +6 | 18 | +6 |
StringIndexerSuite | 14 sec | 0 | | 0 | | 25 | +7 | 25 | +7 |
TokenizerSuite | 1.6 sec | 0 | | 0 | | 2 | | 2 | |
VectorAssemblerSuite | 2.7 sec | 0 | | 0 | | 14 | | 14 | |
VectorIndexerSuite | 8.7 sec | 0 | | 0 | | 10 | | 10 | |
VectorSizeHintStreamingSuite | 1.2 sec | 0 | | 0 | | 1 | | 1 | |
VectorSizeHintSuite | 4 sec | 0 | | 0 | | 7 | | 7 | |
VectorSlicerSuite | 1.2 sec | 0 | | 0 | | 4 | | 4 | |
Word2VecSuite | 24 sec | 0 | | 0 | | 9 | | 9 | |