Created
October 7, 2019 18:16
-
-
Save monogenea/f3c76f1deeff929b41c082c8510dbae6 to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # Validate on test set with ensemble | |
| allPreds <- sapply(modelList, predict, newdata = testSet) | |
| ensemblePred <- rowSums(allPreds) / length(modelList) | |
| # Plot predicted vs. observed; create PNG | |
| plot(ensemblePred, testSet$Y, | |
| xlim = c(0,100), ylim = c(0,100), | |
| xlab = "Predicted", ylab = "Observed", | |
| pch = 16, col = rgb(0, 0, 0, .25)) | |
| abline(a=0, b=1) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment