R: Classes AScontrol, APcontrol, ECcontrol - Specifying the...

AScontrol-classes {arules} | R Documentation

## Classes AScontrol, APcontrol, ECcontrol — Specifying the control Argument of apriori() and eclat()

### Description

The `AScontrol` class holds the algorithmic parameters for the used mining algorithms. `APcontrol` and `ECcontrol` directly extend `AScontrol` with additional slots for parameters only suitable for the algorithms Apriori (`APcontrol`) and Eclat (`ECcontrol`).

### Objects from the Class

A suitable default control object will be automatically created by the `apriori` or the `eclat` function. By specifying a named list (names equal to slots) as `control` argument for the `apriori` or the `eclat` function, default values can be replaced by the values in the list. Objects can also be created by calls of the form `new("APcontrol", ...)` or `new("ECcontrol", ...)`.

### Slots

Common slots defined in `AScontrol`:

`sort`:

  an integer scalar indicating how to sort items with respect to their frequency: (default: 2)

  1:

    ascending

  -1:

    descending

  0:

    do not sort

  2:

    ascending

  -2:

    descending with respect to transaction size sum

`verbose`:

  a logical indicating whether to report progress

Additional slots for Apriori in `APcontrol`:

`filter`:

  a numeric scalar indicating how to filter unused items from transactions (default: 0.1)

  =0:

    do not filter items with respect to. usage in sets

  <0:

    fraction of removed items for filtering

  >0:

    take execution times ratio into account

`tree`:

  a logical indicating whether to organize transactions as a prefix tree (default: `TRUE`)

`heap`:

  a logical indicating whether to use heapsort instead of quicksort to sort the transactions (default: `TRUE`)

`memopt`:

  a logical indicating whether to minimize memory usage instead of maximize speed (default: `FALSE`)

`load`:

  a logical indicating whether to load transactions into memory (default: `TRUE`)

Additional slots for Eclat in `ECcontrol`:

`sparse`:

  a numeric value for the threshold for sparse representation (default: 7)

### Methods

coerce

  `signature(from = "NULL", to = "APcontrol")`

coerce

  `signature(from = "list", to = "APcontrol")`

coerce

  `signature(from = "NULL", to = "ECcontrol")`

coerce

  `signature(from = "list", to = "ECcontrol")`

### Author(s)

Michael Hahsler and Bettina Gruen

### References

Christian Borgelt (2004) Apriori — Finding Association Rules/Hyperedges with the Apriori Algorithm. www.borgelt.net/apriori.html

### See Also

`apriori`, `eclat`

[Package arules version 1.6-2 Index]