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Model Compare as a new feature in PA 2.2

Intro

PA 2.2 has been released, I have recently installed and seen a nice new feature called model compare that exists in the expert side of predictive.

Model Compare

Basically this feature tells you which algorithm has the strongest KI and KR. The algorithm that has the best KI and KR score should be the most accurate. We must remember that KI is a measurement of predictive power while KR is the measurement prediction confidence. The closer these are to 1 the stronger the model is.

Below is an example where data is run through three different algorithms, once run the algorithm with the highest KI and KR will get a star.

PA1.png

The results will display the best algorithm and the supporting KI and KR scores per algorithm.

You will also be able to review the results per algorithm if needed.

Hope you find this helpful.

Thanks.

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