ANOVASelectorSuite | 5.6 sec | 0 | | 0 | | 7 | +7 | 7 | +7 |
BinarizerSuite | 6 sec | 0 | | 0 | | 13 | | 13 | |
BucketedRandomProjectionLSHSuite | 11 sec | 0 | | 0 | | 15 | | 15 | |
BucketizerSuite | 3.3 sec | 0 | | 0 | | 18 | | 18 | |
ChiSqSelectorSuite | 8.6 sec | 0 | | 0 | | 9 | | 9 | |
CountVectorizerSuite | 4.1 sec | 0 | | 0 | | 13 | | 13 | |
DCTSuite | 1 sec | 0 | | 0 | | 3 | | 3 | |
ElementwiseProductSuite | 0.45 sec | 0 | | 0 | | 2 | | 2 | |
FValueSelectorSuite | 6.3 sec | 0 | | 0 | | 8 | +8 | 8 | +8 |
FeatureHasherSuite | 2 sec | 0 | | 0 | | 10 | | 10 | |
HashingTFSuite | 2.5 sec | 0 | | 0 | | 6 | | 6 | |
IDFSuite | 1.7 sec | 0 | | 0 | | 5 | | 5 | |
ImputerSuite | 11 sec | 0 | | 0 | | 23 | | 23 | |
InstanceSuite | 13 ms | 0 | | 0 | | 2 | +1 | 2 | +1 |
InteractionSuite | 0.96 sec | 0 | | 0 | | 6 | | 6 | |
JavaBucketizerSuite | 0.26 sec | 0 | | 0 | | 2 | +2 | 2 | +2 |
JavaDCTSuite | 79 ms | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaHashingTFSuite | 0.12 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaNormalizerSuite | 0.25 sec | 0 | | 0 | | 1 | | 1 | |
JavaPCASuite | 0.29 sec | 0 | | 0 | | 1 | | 1 | |
JavaPolynomialExpansionSuite | 93 ms | 0 | | 0 | | 1 | | 1 | |
JavaStandardScalerSuite | 0.27 sec | 0 | | 0 | | 1 | | 1 | |
JavaStopWordsRemoverSuite | 0.1 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaStringIndexerSuite | 0.44 sec | 0 | | 0 | | 1 | | 1 | |
JavaTokenizerSuite | 0.21 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaVectorAssemblerSuite | 0.1 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaVectorIndexerSuite | 0.21 sec | 0 | | 0 | | 1 | | 1 | |
JavaVectorSlicerSuite | 93 ms | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaWord2VecSuite | 0.26 sec | 0 | | 0 | | 1 | | 1 | |
LabeledPointSuite | 28 ms | 0 | | 0 | | 1 | | 1 | |
MaxAbsScalerSuite | 2.9 sec | 0 | | 0 | | 3 | | 3 | |
MinHashLSHSuite | 3.8 sec | 0 | | 0 | | 14 | | 14 | |
MinMaxScalerSuite | 1.4 sec | 0 | | 0 | | 5 | | 5 | |
NGramSuite | 1.3 sec | 0 | | 0 | | 5 | | 5 | |
NormalizerSuite | 0.76 sec | 0 | | 0 | | 3 | | 3 | |
OneHotEncoderSuite | 12 sec | 0 | | 0 | | 24 | | 24 | |
PCASuite | 1.7 sec | 0 | | 0 | | 4 | | 4 | |
PolynomialExpansionSuite | 1.5 sec | 0 | | 0 | | 6 | | 6 | |
QuantileDiscretizerSuite | 24 sec | 0 | | 0 | | 20 | | 20 | |
RFormulaParserSuite | 0.12 sec | 0 | | 0 | | 15 | | 15 | |
RFormulaSuite | 20 sec | 0 | | 0 | | 26 | | 26 | |
RegexTokenizerSuite | 1.3 sec | 0 | | 0 | | 4 | | 4 | |
RobustScalerSuite | 3.1 sec | 0 | | 0 | | 8 | | 8 | |
SQLTransformerSuite | 1.4 sec | 0 | | 0 | | 5 | | 5 | |
StandardScalerSuite | 3.8 sec | 0 | | 0 | | 6 | | 6 | |
StopWordsRemoverSuite | 3.4 sec | 0 | | 0 | | 18 | | 18 | |
StringIndexerSuite | 9.7 sec | 0 | | 0 | | 25 | | 25 | |
TokenizerSuite | 0.29 sec | 0 | | 0 | | 2 | | 2 | |
VarianceThresholdSelectorSuite | 4.6 sec | 0 | | 0 | | 5 | +5 | 5 | +5 |
VectorAssemblerSuite | 1.3 sec | 0 | | 0 | | 14 | | 14 | |
VectorIndexerSuite | 7 sec | 0 | | 0 | | 10 | | 10 | |
VectorSizeHintStreamingSuite | 0.28 sec | 0 | | 0 | | 1 | | 1 | |
VectorSizeHintSuite | 3.1 sec | 0 | | 0 | | 7 | | 7 | |
VectorSlicerSuite | 1.3 sec | 0 | | 0 | | 4 | | 4 | |
Word2VecSuite | 3.1 sec | 0 | | 0 | | 9 | | 9 | |