ANOVASelectorSuite | 6.8 sec | 0 | | 0 | | 7 | +7 | 7 | +7 |
BinarizerSuite | 2.2 sec | 0 | | 0 | | 13 | | 13 | |
BucketedRandomProjectionLSHSuite | 14 sec | 0 | | 0 | | 15 | | 15 | |
BucketizerSuite | 2 sec | 0 | | 0 | | 18 | | 18 | |
ChiSqSelectorSuite | 9.7 sec | 0 | | 0 | | 9 | | 9 | |
CountVectorizerSuite | 7.1 sec | 0 | | 0 | | 13 | | 13 | |
DCTSuite | 2 sec | 0 | | 0 | | 3 | | 3 | |
ElementwiseProductSuite | 0.73 sec | 0 | | 0 | | 2 | | 2 | |
FValueSelectorSuite | 7.7 sec | 0 | | 0 | | 8 | +8 | 8 | +8 |
FeatureHasherSuite | 2.3 sec | 0 | | 0 | | 10 | | 10 | |
HashingTFSuite | 1.5 sec | 0 | | 0 | | 6 | | 6 | |
IDFSuite | 2.1 sec | 0 | | 0 | | 5 | | 5 | |
ImputerSuite | 14 sec | 0 | | 0 | | 23 | | 23 | |
InstanceSuite | 31 ms | 0 | | 0 | | 2 | +1 | 2 | +1 |
InteractionSuite | 1.5 sec | 0 | | 0 | | 6 | | 6 | |
JavaBucketizerSuite | 0.38 sec | 0 | | 0 | | 2 | | 2 | |
JavaDCTSuite | 0.34 sec | 0 | | 0 | | 1 | | 1 | |
JavaHashingTFSuite | 0.26 sec | 0 | | 0 | | 1 | | 1 | |
JavaNormalizerSuite | 0.28 sec | 0 | | 0 | | 1 | | 1 | |
JavaPCASuite | 1 sec | 0 | | 0 | | 1 | | 1 | |
JavaPolynomialExpansionSuite | 0.46 sec | 0 | | 0 | | 1 | | 1 | |
JavaStandardScalerSuite | 0.58 sec | 0 | | 0 | | 1 | | 1 | |
JavaStopWordsRemoverSuite | 0.55 sec | 0 | | 0 | | 1 | | 1 | |
JavaStringIndexerSuite | 0.67 sec | 0 | | 0 | | 1 | | 1 | |
JavaTokenizerSuite | 0.27 sec | 0 | | 0 | | 1 | | 1 | |
JavaVectorAssemblerSuite | 0.19 sec | 0 | | 0 | | 1 | | 1 | |
JavaVectorIndexerSuite | 1.6 sec | 0 | | 0 | | 1 | | 1 | |
JavaVectorSlicerSuite | 0.22 sec | 0 | | 0 | | 1 | | 1 | |
JavaWord2VecSuite | 0.35 sec | 0 | | 0 | | 1 | | 1 | |
LabeledPointSuite | 48 ms | 0 | | 0 | | 1 | | 1 | |
MaxAbsScalerSuite | 2.3 sec | 0 | | 0 | | 3 | | 3 | |
MinHashLSHSuite | 6.4 sec | 0 | | 0 | | 14 | | 14 | |
MinMaxScalerSuite | 2.4 sec | 0 | | 0 | | 5 | | 5 | |
NGramSuite | 1.8 sec | 0 | | 0 | | 5 | | 5 | |
NormalizerSuite | 1.1 sec | 0 | | 0 | | 3 | | 3 | |
OneHotEncoderSuite | 22 sec | 0 | | 0 | | 24 | | 24 | |
PCASuite | 2.3 sec | 0 | | 0 | | 4 | | 4 | |
PolynomialExpansionSuite | 3.5 sec | 0 | | 0 | | 6 | | 6 | |
QuantileDiscretizerSuite | 36 sec | 0 | | 0 | | 20 | | 20 | |
RFormulaParserSuite | 0.13 sec | 0 | | 0 | | 15 | | 15 | |
RFormulaSuite | 32 sec | 0 | | 0 | | 26 | | 26 | |
RegexTokenizerSuite | 1.5 sec | 0 | | 0 | | 4 | | 4 | |
RobustScalerSuite | 7 sec | 0 | | 0 | | 8 | | 8 | |
SQLTransformerSuite | 2.7 sec | 0 | | 0 | | 5 | | 5 | |
StandardScalerSuite | 4.7 sec | 0 | | 0 | | 6 | | 6 | |
StopWordsRemoverSuite | 6.4 sec | 0 | | 0 | | 18 | | 18 | |
StringIndexerSuite | 8.9 sec | 0 | | 0 | | 25 | | 25 | |
TokenizerSuite | 0.28 sec | 0 | | 0 | | 2 | | 2 | |
VarianceThresholdSelectorSuite | 2.7 sec | 0 | | 0 | | 5 | +5 | 5 | +5 |
VectorAssemblerSuite | 2.7 sec | 0 | | 0 | | 14 | | 14 | |
VectorIndexerSuite | 24 sec | 0 | | 0 | | 10 | | 10 | |
VectorSizeHintStreamingSuite | 0.44 sec | 0 | | 0 | | 1 | | 1 | |
VectorSizeHintSuite | 5.6 sec | 0 | | 0 | | 7 | | 7 | |
VectorSlicerSuite | 2.1 sec | 0 | | 0 | | 4 | | 4 | |
Word2VecSuite | 7.9 sec | 0 | | 0 | | 9 | | 9 | |