sagnik1511 / Tabular-AutoML

Python Auto-ML Package for Tabular Datasets
MIT License
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[Issue {#6}] Add new models for regression training #19

Closed snega16 closed 2 years ago

snega16 commented 2 years ago

This PR fixes for issue #6

Changes made

Added new regression model Support Vector Regressor in models.py

Reason

Support Vector Regressor does not depend upon the dimensionality of the input space and manages to fit the best line within a threshold of values. SVR provides the flexibility to adjust the model's robustness by tuning hyperparameters and gives good prediction accuracy.