Generates a new column with values selected from the selected
distribution. There are two numerical parameters which can be
controlled, Value1 and Value2. Based on the distribution which is
selected the parameters have different meanings. See the section below
for an explanation.
Gaussian
- Value1: mean
- Value2: standard deviation > 0
Exponential
- Value1: mean > 0
- Value2: not used
Gamma
- Value1: shape > 0
- Value2: scale > 0
T
- Value1: df the degrees of freedom > 0
- Value2: not used
Weibull
- Value1: shape > 0
- Value2: scale > 0
Beta
- Value1: alpha
- Value2: beta
Cauchy
- Value1: median
- Value2: scale
ChiSquare
- Value1: df - the degrees of freedom
- Value2: not used
F
- Value1: numeratorDf - the numerator degrees of freedom > 0
- Value2: denominatorDf - the denominator degrees of freedom > 0
Uniform
- Value1: lower > upper
- Value2: upper
The generation is performed with the Data Generators as provided by Apache Commons Math.
Options
Popular Predecessors
Column Rename19 %Table Row to Variable5 %- Chunk Loop Start4 %
- Sorter3 %
- Value Counter3 %
- Random Number Assigner (Apache)3 %
- Coordinate to Latitude/Longitude3 %
- Excel Reader3 %
- Empty Table Creator2 %
- Rule Engine2 %
- Table Row to Variable2 %
- Table Creator2 %
- GroupBy2 %
- Normalizer2 %
- Data Generator2 %
- Random Number Assigner2 %
- Random Label Assigner2 %
- Random Numbers Generator2 %
Counting Loop Start2 %- Duplicate Row Filter2 %
- Create Table Structure1 %
- Missing Value1 %
- RowID1 %
- Counter Generation1 %
- Catch Errors (Data Ports)1 %
- Line Plot (JavaScript)1 %
- CSV Reader1 %
Row Filter (deprecated)< 1 %Joiner< 1 %- Partitioning< 1 %
- Statistics< 1 %
- One Row to Many< 1 %
Excel Reader (XLS)< 1 %Generic Loop Start< 1 %- Time Series Generator< 1 %
- Row Sampling< 1 %
Table Column to Variable< 1 %Table Row To Variable Loop Start< 1 %File Reader< 1 %Tree Ensemble Learner< 1 %- Concatenate< 1 %
- Bootstrap Sampling< 1 %
- Cross Joiner< 1 %
- Double to Integer< 1 %
- Column Filter< 1 %
Row Splitter (deprecated)< 1 %- Reference Row Filter< 1 %
- Reference Row Splitter< 1 %
- String Manipulation< 1 %
- Gaussian Distributed Assigner< 1 %
- Math Formula< 1 %
- Create Date&Time Range< 1 %
- Shapefile Point Reader< 1 %
Interval Loop Start< 1 %- Constant Value Column< 1 %
- Nominal Value Row Splitter< 1 %
- Number Rounder< 1 %
- String Replacer< 1 %
- Rule-based Row Filter< 1 %
- Rule-based Row Splitter< 1 %
- Rule Engine Variable< 1 %
- TimeDelay Loop Start< 1 %
- Math Formula (Multi Column)< 1 %
- Number Filter< 1 %
- Stop Word Filter< 1 %
- Column Selection (legacy)< 1 %
- Value Selection (legacy)< 1 %
- String to Date&Time< 1 %
- Time Generator (legacy)< 1 %
- File Reader< 1 %
- Add Empty Rows< 1 %
- Column Expressions (legacy)< 1 %
- Double Configuration< 1 %
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