ANOVASelectorSuite | 11 sec | 0 | | 0 | | 7 | | 7 | |
BinarizerSuite | 7.1 sec | 0 | | 0 | | 13 | +13 | 13 | +13 |
BucketedRandomProjectionLSHSuite | 26 sec | 0 | | 0 | | 15 | | 15 | |
BucketizerSuite | 4.3 sec | 0 | | 0 | | 18 | | 18 | |
ChiSqSelectorSuite | 13 sec | 0 | -1 | 0 | | 9 | +9 | 9 | +8 |
CountVectorizerSuite | 10 sec | 0 | | 0 | | 13 | | 13 | |
DCTSuite | 5.5 sec | 0 | | 0 | | 3 | | 3 | |
ElementwiseProductSuite | 1.9 sec | 0 | | 0 | | 2 | | 2 | |
FValueSelectorSuite | 14 sec | 0 | | 0 | | 8 | +8 | 8 | +8 |
FeatureHasherSuite | 4.2 sec | 0 | | 0 | | 10 | | 10 | |
HashingTFSuite | 2.7 sec | 0 | | 0 | | 6 | | 6 | |
IDFSuite | 3.3 sec | 0 | | 0 | | 5 | +5 | 5 | +5 |
ImputerSuite | 23 sec | 0 | | 0 | | 23 | | 23 | |
InstanceSuite | 49 ms | 0 | | 0 | | 2 | | 2 | |
InteractionSuite | 2.7 sec | 0 | | 0 | | 6 | | 6 | |
JavaBucketizerSuite | 0.35 sec | 0 | | 0 | | 2 | +2 | 2 | +2 |
JavaDCTSuite | 0.14 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaHashingTFSuite | 0.23 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaNormalizerSuite | 0.52 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaPCASuite | 0.43 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaPolynomialExpansionSuite | 3.3 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaStandardScalerSuite | 0.6 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaStopWordsRemoverSuite | 0.25 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaStringIndexerSuite | 1.4 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaTokenizerSuite | 0.29 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaVectorAssemblerSuite | 0.17 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaVectorIndexerSuite | 0.43 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaVectorSlicerSuite | 0.19 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
JavaWord2VecSuite | 0.6 sec | 0 | | 0 | | 1 | +1 | 1 | +1 |
LabeledPointSuite | 0.11 sec | 0 | | 0 | | 1 | | 1 | |
MaxAbsScalerSuite | 2.8 sec | 0 | | 0 | | 3 | | 3 | |
MinHashLSHSuite | 14 sec | 0 | | 0 | | 14 | | 14 | |
MinMaxScalerSuite | 3.6 sec | 0 | | 0 | | 5 | | 5 | |
NGramSuite | 2.3 sec | 0 | | 0 | | 5 | | 5 | |
NormalizerSuite | 1.2 sec | 0 | | 0 | | 3 | | 3 | |
OneHotEncoderSuite | 35 sec | 0 | | 0 | | 24 | | 24 | |
PCASuite | 3.5 sec | 0 | | 0 | | 4 | | 4 | |
PolynomialExpansionSuite | 4.7 sec | 0 | | 0 | | 6 | | 6 | |
QuantileDiscretizerSuite | 46 sec | 0 | | 0 | | 20 | | 20 | |
RFormulaParserSuite | 0.29 sec | 0 | | 0 | | 15 | | 15 | |
RFormulaSuite | 1 min 12 sec | 0 | | 0 | | 26 | | 26 | |
RegexTokenizerSuite | 2.3 sec | 0 | | 0 | | 4 | +4 | 4 | +4 |
RobustScalerSuite | 7.5 sec | 0 | | 0 | | 8 | | 8 | |
SQLTransformerSuite | 6.6 sec | 0 | | 0 | | 5 | +5 | 5 | +5 |
StandardScalerSuite | 6.3 sec | 0 | | 0 | | 6 | +6 | 6 | +6 |
StopWordsRemoverSuite | 6.8 sec | 0 | | 0 | | 18 | | 18 | |
StringIndexerSuite | 23 sec | 0 | | 0 | | 25 | | 25 | |
TokenizerSuite | 0.56 sec | 0 | | 0 | | 2 | +2 | 2 | +2 |
VarianceThresholdSelectorSuite | 5.4 sec | 0 | | 0 | | 5 | +5 | 5 | +5 |
VectorAssemblerSuite | 5.9 sec | 0 | | 0 | | 14 | | 14 | |
VectorIndexerSuite | 28 sec | 0 | | 0 | | 10 | | 10 | |
VectorSizeHintStreamingSuite | 0.71 sec | 0 | | 0 | | 1 | | 1 | |
VectorSizeHintSuite | 7.2 sec | 0 | | 0 | | 7 | | 7 | |
VectorSlicerSuite | 1.7 sec | 0 | | 0 | | 4 | | 4 | |
Word2VecSuite | 13 sec | 0 | | 0 | | 9 | | 9 | |