Model Compare

Model Compare

Model Compare is a feature, which is used to compare the performance of Classification and Regression algorithms. You can select the performance metrics on which the comparison is to be done. Based on the performance metrics results, Rubiscape recommends the best suited model. 

During model comparison, the algorithm with or without hyperparameter optimization are assessed using test data.

With this feature, a Regression algorithm can be compared with another Regression algorithm and a Classification algorithm can be compared with another Classification algorithm. Please note, you can not compare a Regression algorithm with another Classification algorithm.

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