Package com.imsl.datamining

Class Summary

Class	Description
Apriori	Performs the Apriori algorithm for association rule discovery.
AssociationRule	Association rule of the form .
BootstrapAggregation	Performs bootstrap aggregation to generate predictions using predictive models.
CrossValidation	Performs V-Fold cross-validation for predictive models.
Itemsets	Object containing a set of frequent items and the number of transactions examined to obtain the frequent item set.
KohonenSOM	A Kohonen self organizing map.
KohonenSOMTrainer	Trains a Kohonen network.
NaiveBayesClassifier	Trains a Naive Bayes Classifier
PredictiveModel	Predictive model class.
PredictiveModel.VariableType	An enumeration of data types/characteristics.

Exception Summary

Exception	Description
PredictiveModel.PredictiveModelException	An exception class intended to be the parent of all nested Exception classes where the enclosing class extends PredictiveModel.
PredictiveModel.StateChangeException	Exception thrown when an input parameter has changed that might affect the model estimates or predictions.
PredictiveModel.SumOfProbabilitiesNotOneException	Exception thrown when the sum of probabilities is not approximately one.