About: Isolation forest

An Entity of Type: Thing, from Named Graph: http://dbpedia.org, within Data Space: dbpedia.org

Algorithm for anomaly detection

Property	Value
dbo:description	algorithm for anomaly detection (en)
dbo:thumbnail	wiki-commons:Special:FilePath/Isolating_a_Non-Anomalous_Point.png?width=300
dbo:wikiPageExternalLink	https://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/if.html https://pyod.readthedocs.io/en/latest/ https://sourceforge.net/projects/iforest/ https://scikit-learn.org/stable/auto_examples/ensemble/plot_isolation_forest.html https://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/eif.html https://pyod.readthedocs.io/en/latest/pyod.models.html%23module-pyod.models.iforest https://github.com/david-cortes/isotree https://github.com/linkedin/isolation-forest https://github.com/sahandha https://github.com/sahandha/eif https://github.com/talegari https://github.com/talegari/solitude https://github.com/titicaca https://github.com/titicaca/spark-iforest https://www.linkedin.com/in/jamesverbus/
dbo:wikiPageWikiLink	dbr:Machine_learning dbr:Random_forest dbr:Sampling_(statistics) dbr:Scikit-learn dbc:Statistical_outliers dbc:Unsupervised_learning dbr:Yellowstone_National_Park dbr:R_(programming_language) dbr:Normal_distribution dbr:Apache_Spark dbr:Binary_search_tree dbr:Old_Faithful dbr:Kurtosis dbr:Anomaly_detection dbr:Zhou_Zhi-Hua dbr:Euler–Mascheroni_constant dbr:File:Isolating_a_Non-Anomalous_Point.png dbr:File:Isolating_an_Anomalous_Point.png dbr:File:Normalized_Anomaly_Scores_of_Isolation_Forest.png
dbp:wikiPageUsesTemplate	dbt:COI dbt:Reflist dbt:Code dbt:Short_description
dct:subject	dbc:Statistical_outliers dbc:Unsupervised_learning
rdfs:label	Isolation forest (en)
owl:sameAs	wikidata:Isolation forest dbpedia-fa:Isolation forest dbpedia-global:Isolation forest
prov:wasDerivedFrom	wikipedia-en:Isolation_forest?oldid=1295830607&ns=0
foaf:depiction	wiki-commons:Special:FilePath/Anomaly_Dectection.png wiki-commons:Special:FilePath/EIF_sinusoid.png wiki-commons:Special:FilePath/Isolating_a_Non-Anomalous_Point.png wiki-commons:Special:FilePath/Isolating_an_Anomalous_Point.png wiki-commons:Special:FilePath/Isolation_forest_performance_chart.png wiki-commons:Special:FilePath/Precision_and_Recall_Curve.png wiki-commons:Special:FilePath/Visual_representation..._SCiForest_implementation_process.png
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