Shows a MarkovChain object
Fits a List of Clickstreams to a Markov Chain
Analyzes Clickstreams Based on Markov Chains
Coerces a Clickstream Object to a Transactions Object
Calculates the chi-square statistic
Generates a Data Frame of State Frequencies for All Clickstreams in a List of Clickstreams
Evaluates the number of occurrences of predicted next clicks
Evaluates all next page clicks in a clickstream training data set against a test data
Performs K-Means Clustering on a List of Clickstreams
predict.ClickstreamClusters
Predicts the Cluster for a Given Pattern Object
Plots a Heatmap
Generates the optimal markov chains from a list of markov chains and corresponding clusters
getConsensusClustersParallel
Generates an optimal set of clusters for a clickstream based on consensus clustering and with parallel computation
initialize,Pattern-method
Creates a new Pattern object
Prints a Summary of a Clickstreams Object
Reads a List of Clickstreams from File
print.ClickstreamClusters
Prints a ClickstreamClusters Object
Generates a Sequence of Clicks
Evaluates all next page clicks in a clickstream training data set against a test data
Plots a MarkovChain object
Generates a list of markov chains from a given set of clusters
Concatenates two Pattern objects
Generates an optimal set of clusters for a clickstream object based on consensus clustering.
predict,MarkovChain-method
Predicts the Next Click(s) of a User
Returns All States
Generates a List of Clickstreams
summary,MarkovChain-method
Prints the Summary of a MarkovChain Object
summary.ClickstreamClusters
Prints a Summary of a ClickstreamCluster Object
Prints the Summary of a MarkovChain Object
Prints a Clickstreams Object
Writes a List of Clickstreams to File
Returns All Transient States
Converts a character vector or a character list into a clickstream list.
Coerces a Clickstream Object to a Transactions Object
Coerces a Clickstream Object to a ClickClust Object
Returns All Absorbing States
Class MarkovChain
Class EvaluationResult
Class Pattern
Shows a Pattern object
show,EvaluationResult-method
Shows an EvaluationResult object