The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

solitude 1.1.3

• adds support to sparse matrix input in the form of dgCMatrix

solitude 1.1.1

• fit gives a message when input dataset has duplicate and does not throw an error

solitude 1.1.0

• fit exposes max_depth parameter with default value of ceiling(log_2(sample_size))
• path length extension is not done anymore (Thanks to karthi1870)
• ranger’s forest object is now public
• fit checks for duplicates in the input dataset

solitude 1.0.1

• finalized on the API
• isolationForest object no longer calculates and stores anomaly scores on training data. Use predict method for this.
• mtry is no longer exposed
• version 1.0.0 was a faulty release, do not use it

solitude 0.2.1

• added ‘mtry’ argument for isolationForest method
• minor optimizations in ‘terminalNodesDepth’ function

solitude 0.2.0

• Changes in API: isolationForest is now a R6 class with new(), fit() and predict() methods.
• Exported terminalNodesDepth function to obtain the depth of terminal nodes of all trees in a ranger forest.

solitude 0.1.3

• Changed defaults to avoid bagging in extremely randomized trees (see https://stats.stackexchange.com/questions/406666/what-exactly-is-the-extratrees-option-in-ranger)

• Using future_lapply in favor of furrr::furrr_map

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.