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Algorithm-Classifier-IsolationForest-0.6.0

Changes for version 0.6.0 - 2026-07-09

  • Implement Online Isolation Forest (Filippo Leveni, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, Giacomo Boracchi (2024)) as the new companion class Algorithm::Classifier::IsolationForest::Online and releated CLI commands.
  • initial prototype support
  • munging via Algorithm::ToNumberMunger

Documentation

Algorithm::Classifier::IsolationForest::BuildFlags

Modules

Algorithm::Classifier::IsolationForest
unsupervised anomaly detection via Isolation Forest or Extended Isolation Forest
Algorithm::Classifier::IsolationForest::Online
Online (streaming) Isolation Forest anomaly detection

Provides

Algorithm::Classifier::IsolationForest::App
in lib/Algorithm/Classifier/IsolationForest/App.pm
Algorithm::Classifier::IsolationForest::App::Command
in lib/Algorithm/Classifier/IsolationForest/App/Command.pm
Algorithm::Classifier::IsolationForest::App::Command::accel
in lib/Algorithm/Classifier/IsolationForest/App/Command/accel.pm
Algorithm::Classifier::IsolationForest::App::Command::bench
in lib/Algorithm/Classifier/IsolationForest/App/Command/bench.pm
Algorithm::Classifier::IsolationForest::App::Command::csv2plot
in lib/Algorithm/Classifier/IsolationForest/App/Command/csv2plot.pm
Algorithm::Classifier::IsolationForest::App::Command::fit
in lib/Algorithm/Classifier/IsolationForest/App/Command/fit.pm
Algorithm::Classifier::IsolationForest::App::Command::gblob
in lib/Algorithm/Classifier/IsolationForest/App/Command/gblob.pm
Algorithm::Classifier::IsolationForest::App::Command::info
in lib/Algorithm/Classifier/IsolationForest/App/Command/info.pm
Algorithm::Classifier::IsolationForest::App::Command::pack
in lib/Algorithm/Classifier/IsolationForest/App/Command/pack.pm
Algorithm::Classifier::IsolationForest::App::Command::predict
in lib/Algorithm/Classifier/IsolationForest/App/Command/predict.pm
Algorithm::Classifier::IsolationForest::App::Command::proto
in lib/Algorithm/Classifier/IsolationForest/App/Command/proto.pm
Algorithm::Classifier::IsolationForest::App::Command::set_voting
in lib/Algorithm/Classifier/IsolationForest/App/Command/set_voting.pm
Algorithm::Classifier::IsolationForest::App::Command::stream
in lib/Algorithm/Classifier/IsolationForest/App/Command/stream.pm
Algorithm::Classifier::IsolationForest::App::Command::streamc
in lib/Algorithm/Classifier/IsolationForest/App/Command/streamc.pm
Algorithm::Classifier::IsolationForest::App::Command::streamd
in lib/Algorithm/Classifier/IsolationForest/App/Command/streamd.pm
Algorithm::Classifier::IsolationForest::PackedData
in lib/Algorithm/Classifier/IsolationForest.pm
BenchAccel
in benchmarking/BenchAccel.pm

Examples

Other files