Outlier-robust regressors
HuberRegressor/RANSACRegressor/TheilSenRegressor
Common
Input Data
Inputs | |
*Target Data | Data Input |
*Model Name | Name of the user-defined linear model |
Predict Output | If not empty, the model will additionally make prediction on Target Data and store the result here. |
Merge Data | Predict Output will be created with predicted labels concatenated to Merge Data. |
*x (numeric) | User-selected columns to be x.
|
*y (numeric) | User-selected columns to be y.
|
Workflow Example
Python Package
HuberRegressor: https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.HuberRegressor.html
RANSACRegressor: https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.RANSACRegressor.html
TheilSenRegressor: https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.TheilSenRegressor.html
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