Package: arulesSequences 0.2-31
Christian Buchta
arulesSequences: Mining Frequent Sequences
Add-on for arules to handle and mine frequent sequences. Provides interfaces to the C++ implementation of cSPADE by Mohammed J. Zaki.
Authors:
arulesSequences_0.2-31.tar.gz
arulesSequences_0.2-31.tar.gz(r-4.5-noble)arulesSequences_0.2-31.tar.gz(r-4.4-noble)
arulesSequences.pdf |arulesSequences.html✨
arulesSequences/json (API)
| # Install 'arulesSequences' in R: |
| install.packages('arulesSequences', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- zaki - Zaki Data Set
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 months agofrom:523794b723. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 22 2024 |
| R-4.5-linux-x86_64 | OK | Oct 22 2024 |
Exports:%ain%%ein%%in%%pin%coercecoveragecspadeduplicatedfirstOrderformatinitializeinspectis.closedis.maximalis.redundantis.subsetis.supersetitemFrequencyitemInfoitemInfo<-itemLabelsitemLabels<-itemsetsitemTablelabelslhsLISTmatchnitemsread_basketsrhsritemsruleInductionruleInforuleInfo<-sequenceInfosequenceInfo<-showsimilaritysizesubsetsummarysupporttimeFrequencytimeInfotimeInfo<-timestimesetstimeTableunique
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Combining Objects | c c,sequencerules-method c,sequences-method c,timedsequences-method |
| Mining Associations with cSPADE | cspade |
| Get/Set Object Information | itemInfo itemInfo,sequences-method itemInfo<- itemInfo<-,sequences-method ruleInfo ruleInfo,sequencerules-method ruleInfo<- ruleInfo<-,sequencerules-method sequenceInfo sequenceInfo,sequences-method sequenceInfo<- sequenceInfo<-,sequences-method timeInfo timeInfo,timedsequences-method timeInfo<- timeInfo<-,timedsequences-method |
| Display Objects | inspect inspect,sequencerules-method inspect,sequences-method inspect,timedsequences-method itemLabels itemLabels,sequences-method itemLabels<- itemLabels<-,sequences-method labels labels,sequencerules-method labels,sequences-method labels,timedsequences-method |
| Count Items or Itemsets | dim dim,sequences-method dim,timedsequences-method itemFrequency itemFrequency,sequences-method itemTable itemTable,sequences-method length length,sequencerules-method length,sequences-method nitems nitems,sequences-method |
| Match Objects | %ain% %ain%,sequences,character-method %ein% %ein%,sequences,character-method %in% %in%,sequences,character-method %in%,sequences,sequences-method %pin% %pin%,sequences,character-method duplicated duplicated,sequencerules-method duplicated,sequences-method match match,sequencerules,sequencerules-method match,sequences,sequences-method |
| Read Transaction Data | read_baskets |
| Induce Sequence Rules | ruleInduction ruleInduction,sequences-method |
| Class "sequencerules" - Collections of Sequential Rules | coerce,sequencerules,data.frame-method coerce,sequencerules,list-method coerce,sequencerules,sequences-method coverage,sequencerules,ANY,missing-method coverage,sequencerules-method generatingItemsets is.redundant,sequencerules-method sequencerules-class show,sequencerules-method show,summary.sequencerules-method summary,sequencerules-method summary.sequencerules-class |
| Class "sequences" - Collections of Sequences | coerce,list,sequences-method coerce,sequences,data.frame-method coerce,sequences,list-method is.closed,sequences-method is.maximal,sequences-method itemsets itemsets,sequences-method LIST,sequences-method sequences-class show,sequences-method show,summary.sequences-method summary,sequences-method summary.sequences-class |
| Class "sgCMatrix" - Sparse Ordered Lists of Symbols | coerce,list,sgCMatrix-method coerce,ngCMatrix,sgCMatrix-method coerce,sgCMatrix,list-method dim,sgCMatrix-method dimnames,sgCMatrix-method dimnames<-,sgCMatrix,ANY-method sgCMatrix-class show,sgCMatrix-method [,sgCMatrix,ANY,ANY,ANY-method |
| Compute Similarities | coerce,dsCMatrix,dist-method is.subset is.subset,sequences-method is.superset is.superset,sequences-method similarity similarity,sequences-method |
| Compute the Size of Sequences | ritems ritems,sequences-method size size,sequences-method |
| Class "SPcontrol" - cSPADE Control Parameters | coerce,list,SPcontrol-method coerce,NULL,SPcontrol-method coerce,SPcontrol,character-method coerce,SPcontrol,data.frame-method coerce,SPcontrol,list-method coerce,SPcontrol,vector-method format,SPcontrol-method initialize,SPcontrol-method show,SPcontrol-method SPcontrol-class |
| Class "SPparameter" - cSPADE Mining Parameters | coerce,list,SPparameter-method coerce,NULL,SPparameter-method coerce,SPparameter,character-method coerce,SPparameter,data.frame-method coerce,SPparameter,list-method coerce,SPparameter,vector-method format,SPparameter-method initialize,SPparameter-method show,SPparameter-method SPparameter-class |
| Subset Objects | lhs lhs,sequencerules-method rhs rhs,sequencerules-method subset subset,sequencerules-method subset,sequences-method unique unique,sequencerules-method unique,sequences-method [,sequencerules,ANY,missing,ANY-method [,sequencerules-method [,sequences,ANY,ANY,ANY-method [,sequences-method [,timedsequences,ANY,ANY,ANY-method [,timedsequences-method |
| Support Counting for Sequences | support support,sequences-method supportingTransactions,sequences-method |
| Class "timedsequences" - Collections of Sequences with Timing Information | coerce,timedsequences,transactions-method coerce,transactions,timedsequences-method LIST,timedsequences-method show,summary.timedsequences-method show,timedsequences-method summary,timedsequences-method summary.timedsequences-class timedsequences-class timesets timesets,timedsequences-method |
| Count Event Times | firstOrder firstOrder,timedsequences-method timeFrequency timeFrequency,timedsequences-method timeTable timeTable,timedsequences-method |
| Compute Time Statistics of Sequences | times times,timedsequences-method |
| Zaki Data Set | zaki |