TD_​RegressionEvaluator

fastpath function to compute metrics for the purpose of evaluation of regression models and cross-model comparison. Supports 14 metrics {MAE,MSE,MSLE,MAPE,MPE,RMSE,RMSLE,ME,R2,EV,AR2,MPD,MGD,FSTAT}.

Options

DegreesOfFreedom (integers seperated by new line)

Specify the numerator degree of freedom and denominator degree of freedom.

Metrics

Specify the Metrics names which will be computed for the purpose of evaluation of regression models and cross-model comparison.

NumOfIndependentVariables

Specify the number of independent variables which were used during modelling.

ObservationColumn

Specifies the input table column which contains actual value of the response variable.

PredictionColumn

Specifies the input table column which contains predicted value of the response variable.

Output Schema

Output Schema, if Volatile is true then use user login as the schema.

Output Table

Output Table

VAL Location

VAL Location

Volatile

Specifies whether the table should be a VOLATILE table. If true, then the table is automatically deleted, otherwise it is users responsibility to remove or clean it up for space.

Nodes

• String Configuration5 ×
• Table Row to Variable3 ×
• Column Filter Configuration2 ×
• Python Script2 ×
• Transpose2 ×
• Show all 14 nodes

Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Database
• FeatureKNIME Quick Forms

Links

• No links available