Linear Regression Builder
An agnostic Linear Regression Builder Data App.
Upload your CSV (only numeric features allowed), decide your target variable and finally choose the independent variables that explain or not the variations on the target variable previously selected.
There are already two Datasets uploaded, (Wine quality and Home value prediction), that you can use to execute your linear regression calculator, no coding knowledge is needed (python or R).
Nodes
- Column Filter15 ×
- Text Output Widget12 ×
- Table Row to Variable10 ×
- Math Formula7 ×
- RowID7 ×
- Variable Expressions6 ×
- CSS Editor5 ×
- Color Manager5 ×
- Transpose5 ×
- Column Auto Type Cast4 ×
- Create Collection Column4 ×
- Math Formula (Multi Column)4 ×
- Rule Engine4 ×
- Column Expressions3 ×
- Column Rename3 ×
- Merge Variables3 ×
- Numeric Scorer3 ×
- Row Filter3 ×
- Rule-based Row Filter3 ×
- CASE Switch End2 ×
- CASE Switch Start2 ×
- CSV Reader2 ×
- Column List Loop Start2 ×
- Constant Value Column2 ×
- Cross Joiner2 ×
- Extract Column Header2 ×
- Extract Table Spec2 ×
- Linear Regression Learner2 ×
- Loop End2 ×
- Regression Predictor2 ×
- Sorter2 ×
Table Row to Variable2 ×- Bar Chart1 ×
- Column Selection Configuration1 ×
- Column Splitter1 ×
- Concatenate1 ×
- End IF1 ×
- Extract Context Properties1 ×
- Extract Table Dimension1 ×
- Extract Variables (Data)1 ×
- File Upload Widget1 ×
- GroupBy1 ×
- IF Switch1 ×
- Joiner1 ×
- List Files/Folders1 ×
- Multiple Selection Widget1 ×
- Partitioning1 ×
- Refresh Button Widget1 ×
- Rule Engine Variable1 ×
- Scatter Plot1 ×
- Single Selection Widget1 ×
- String Manipulation1 ×
- Table View (JavaScript)1 ×
- Tile View (JavaScript)1 ×
- Value Counter1 ×
- Value Selection Widget1 ×
- Variable Creator1 ×
Variable to Table Row1 ×- Workflow Data Area Connector1 ×
Extensions
- FeatureKNIME Base nodes
- FeatureKNIME Column Expressions (Labs)
- FeatureKNIME File Handling Core
- FeatureKNIME JavaScript Views
- FeatureKNIME JavaScript Views (Labs)
- Show all 9 modules