AdaBoost functions use adaptive boosting.
Function | Description |
---|---|
AdaBoost (ML Engine) | Takes training data set and single decision tree and uses adaptive boosting to produce strong classifying model. |
AdaBoostPredict (ML Engine) | Applies strong classifying model to new data set. |
You can use the AdaBoost functions to create predictions input for the Receiver Operating Characteristic (ROC) (ML Engine) function.
For more information about the AdaBoost algorithm, see https://web.stanford.edu/~hastie/Papers/samme.pdf.