For each column a number of intervals - known as bins - can be defined. Each of these bins is given a unique name (for this column), a defined range, and open or closed interval borders. They automatically ensure that the ranges are defined in descending order and that interval borders are consistent. In addition, each column is either replaced with the binned, string-type column, or a new binned, string-type column is appended.
Options
Popular Predecessors
Excel Reader (XLS)5 %- Reference Column Filter5 %
- Reference Row Filter4 %
- Math Formula3 %
Excel Reader (XLS)3 %CSV Reader3 %- Nominal Value Row Filter3 %
- Concatenate3 %
- Normalizer2 %
- Row Sampler2 %
- File Reader2 %
File Reader2 %- Numeric Binner2 %
Column Rename2 %- String Manipulation2 %
- Data Generator2 %
- Rule Engine2 %
- One to Many2 %
Row Filter (deprecated)2 %- Normalizer Apply (PMML)2 %
Auto-Binner1 %- Column Filter1 %
- GroupBy1 %
- Missing Value1 %
- Rule-based Row Filter1 %
- String to Number1 %
- Denormalizer1 %
Number To String (PMML)1 %- String to Number (PMML)1 %
- Color Manager1 %
- CSV Reader1 %
- Sorter1 %
- Excel Reader1 %
- Java Snippet1 %
- Number to Category (Apply)1 %
- Correlation Filter1 %
XLS Reader1 %- Numeric Scorer1 %
String to Date&Time1 %- Binner (Dictionary)< 1 %
- Domain Calculator< 1 %
- Missing Value Column Filter< 1 %
- Category to Number< 1 %
Row Splitter (deprecated)< 1 %PMML Predictor< 1 %- String Replacer< 1 %
Database Reader< 1 %- MultiLayerPerceptron Predictor< 1 %
- Column Name Replacer< 1 %
- Column Resorter< 1 %
- Table Partitioner< 1 %
String To Number (PMML)< 1 %Table Row to Variable< 1 %k-Means (deprecated)< 1 %String To Number< 1 %- Edit Numeric Domain< 1 %
Joiner< 1 %- One to Many (PMML)< 1 %
- Rule-based Row Splitter< 1 %
- PMML to Cell< 1 %
- Table View (JavaScript) (legacy)< 1 %
- Intensity Binner< 1 %
Extract Date&Time Fields< 1 %- Cell Splitter< 1 %
- Math Formula (Multi Column)< 1 %
Table Reader< 1 %- Simple Regression Tree Predictor< 1 %
Number To String< 1 %- Column Filter (PMML)< 1 %
- Normalizer (PMML)< 1 %
- Spark to Table< 1 %
- Time Difference (legacy)< 1 %
- Date Field Extractor (legacy)< 1 %
- Association Rule Learner< 1 %
Auto-Binner (Apply)< 1 %- Expand Bit Vector< 1 %
- Column Combiner< 1 %
- Number to String< 1 %
Column Appender< 1 %- Double to Integer< 1 %
- Numeric Binner (PMML)< 1 %
- Missing Value (Apply)< 1 %
- Denormalizer (PMML)< 1 %
- RowID< 1 %
- Value Counter< 1 %
- Statistics< 1 %
- Empty Table Switch< 1 %
- Extract Table Spec< 1 %
- DB Query Reader< 1 %
- JPMML Regression Predictor< 1 %
- Column Selection (legacy)< 1 %
- R Snippet< 1 %
- String to Date/Time (legacy)< 1 %
- Table Reader< 1 %
- Table Creator< 1 %
- SMOTE< 1 %
- Duplicate Row Filter< 1 %
- Pivot< 1 %
- Number to String (PMML)< 1 %
- Numeric Row Splitter< 1 %
- DB Reader< 1 %
- String Configuration< 1 %
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