BinarizerSuite | 3.8 sec | 0 | | 0 | | 13 | | 13 | |
BucketedRandomProjectionLSHSuite | 17 sec | 0 | | 0 | | 15 | +15 | 15 | +15 |
BucketizerSuite | 2.2 sec | 0 | | 0 | | 18 | +18 | 18 | +18 |
ChiSqSelectorSuite | 5.5 sec | 0 | | 0 | | 9 | +9 | 9 | +9 |
CountVectorizerSuite | 7.4 sec | 0 | | 0 | | 13 | +13 | 13 | +13 |
DCTSuite | 1.4 sec | 0 | | 0 | | 3 | +3 | 3 | +3 |
ElementwiseProductSuite | 1.3 sec | 0 | | 0 | | 2 | +2 | 2 | +2 |
FeatureHasherSuite | 2.7 sec | 0 | | 0 | | 10 | +10 | 10 | +10 |
HashingTFSuite | 1.4 sec | 0 | | 0 | | 6 | | 6 | |
IDFSuite | 4.7 sec | 0 | | 0 | | 5 | +5 | 5 | +5 |
ImputerSuite | 14 sec | 0 | | 0 | | 23 | +23 | 23 | +23 |
InstanceSuite | 13 ms | 0 | | 0 | | 1 | +1 | 1 | +1 |
InteractionSuite | 1.9 sec | 0 | | 0 | | 6 | +6 | 6 | +6 |
JavaBucketizerSuite | 0.37 sec | 0 | | 0 | | 2 | +2 | 2 | +2 |
JavaDCTSuite | 0.27 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaHashingTFSuite | 0.5 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaNormalizerSuite | 0.63 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaPCASuite | 1.3 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaPolynomialExpansionSuite | 1.4 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaStandardScalerSuite | 0.39 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaStopWordsRemoverSuite | 0.22 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaStringIndexerSuite | 1.2 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaTokenizerSuite | 0.26 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaVectorAssemblerSuite | 0.18 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaVectorIndexerSuite | 0.58 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaVectorSlicerSuite | 0.6 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaWord2VecSuite | 0.46 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
LabeledPointSuite | 68 ms | 0 | | 0 | | 1 | +1 | 1 | +1 |
MaxAbsScalerSuite | 1.9 sec | 0 | | 0 | | 3 | +3 | 3 | +3 |
MinHashLSHSuite | 8.2 sec | 0 | | 0 | | 14 | | 14 | |
MinMaxScalerSuite | 2.7 sec | 0 | | 0 | | 5 | +5 | 5 | +5 |
NGramSuite | 3.5 sec | 0 | | 0 | | 5 | +5 | 5 | +5 |
NormalizerSuite | 1.2 sec | 0 | | 0 | | 3 | +3 | 3 | +3 |
OneHotEncoderSuite | 20 sec | 0 | | 0 | | 24 | +24 | 24 | +24 |
PCASuite | 3.4 sec | 0 | | 0 | | 4 | | 4 | |
PolynomialExpansionSuite | 3.2 sec | 0 | | 0 | | 6 | | 6 | |
QuantileDiscretizerSuite | 46 sec | 0 | | 0 | | 20 | +20 | 20 | +20 |
RFormulaParserSuite | 0.1 sec | 0 | | 0 | | 15 | +15 | 15 | +15 |
RFormulaSuite | 37 sec | 0 | | 0 | | 26 | | 26 | |
RegexTokenizerSuite | 2.5 sec | 0 | | 0 | | 4 | +4 | 4 | +4 |
RobustScalerSuite | 7.1 sec | 0 | | 0 | | 8 | | 8 | |
SQLTransformerSuite | 3.7 sec | 0 | | 0 | | 5 | +5 | 5 | +5 |
StandardScalerSuite | 3.9 sec | 0 | | 0 | | 6 | +6 | 6 | +6 |
StopWordsRemoverSuite | 5 sec | 0 | | 0 | | 18 | | 18 | |
StringIndexerSuite | 16 sec | 0 | | 0 | | 25 | +25 | 25 | +25 |
TokenizerSuite | 0.41 sec | 0 | | 0 | | 2 | +2 | 2 | +2 |
VectorAssemblerSuite | 2.4 sec | 0 | | 0 | | 14 | +14 | 14 | +14 |
VectorIndexerSuite | 16 sec | 0 | | 0 | | 10 | +10 | 10 | +10 |
VectorSizeHintStreamingSuite | 1 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
VectorSizeHintSuite | 5.2 sec | 0 | | 0 | | 7 | +7 | 7 | +7 |
VectorSlicerSuite | 3 sec | 0 | | 0 | | 4 | +4 | 4 | +4 |
Word2VecSuite | 11 sec | 0 | | 0 | | 9 | +9 | 9 | +9 |