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Products > MARS > Interactive Walkabout
Interactive Walkabout


When MARS has found the Best Model it will show you a screen like this:





MARS produces several summaries and reports and this display lets you choose which to look at. This panel tells us that the final model uses 8 of the 13 available predictors which MARS converts into 11 predictor terms. The model performance is better than you can get with a linear regression with a naive R-squared of 0.862. The GCV R-squared is the MARS estimate of how well this model would perform on new data. The GCV measures are always more conservative and more trustworthy than the naive measures.


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